Average Metrics Analysis

This .ipynb runs the averageMetrics.py script, and generates multiple analysis plots and charts. 1) P/R per class, per transform, as a table for each model. 2) P/R difference per class, per transform as a table. 4) Per class, Per transform precision and recall averaged over every model (Box plot). 5) Per class, per model performance averaged over all transforms (Box plot). 6) Precision/Recall performance per class, per model, averaged based on the "categories" of transforms (Value/Spatial, sub-categories of each)

In [1]:
import os
import ast
import subprocess
from multiprocessing import Process, Queue
from multiprocessing import Pool
import glob
import json
import pandas as pd
from pycocotools.coco import COCO
from pycocotools.cocoeval import COCOeval
from pycocotools.coco import COCO
import numpy as np
import time
import matplotlib.pyplot as plt
from IPython.display import display, HTML

%matplotlib inline
# Resize the ipynb width settings.
display(HTML("<style>.container { width:85% !important; }</style>"))

class ListTable(list):
    """ Overridden list class which takes a 2-dimensional list of 
        the form [[1,2,3],[4,5,6]], and renders an HTML Table in 
        IPython Notebook. """
    
    def _repr_html_(self):
        html = ["<table>"]
        for row in self:
            html.append("<tr>")
            
            for col in row:
                html.append("<td>{0}</td>".format(col))
            
            html.append("</tr>")
        html.append("</table>")
        return ''.join(html)
print('Imports successful!')
Imports successful!
In [2]:
dataDir='../data/inputs'
dataType='val2017'
annFile = '%s/annotations/%s_%s.json'%(dataDir,'instances',dataType)
annType = 'bbox'
cocoGt=COCO(annFile)
cats = cocoGt.loadCats(cocoGt.getCatIds())
nms=[cat['name'] for cat in cats]

transformNames = [
 'None',
 'gaussianblur_1',
 'gaussianblur_10',
 'gaussianblur_20',
 'superpixels_0p1',
 'superpixels_0p5',
 'superpixels_0p85',
 'colorspace_25',
 'colorspace_50',
 'averageblur_5_11',
 'medianblur_1',
 'sharpen_0',
 'sharpen_1',
 'sharpen_2',
 'addintensity_-80',
 'addintensity_80',
 'elementrandomintensity_1',
 'multiplyintensity_0p25',
 'multiplyintensity_2',
 'contrastnormalization_0',
 'contrastnormalization_1',
 'contrastnormalization_2',
 'elastic_1',
 'scaled_1p25',
 'scaled_0p75',
 'scaled_0p5',
 'scaled_(1p25, 1p0)',
 'scaled_(0p75, 1p0)',
 'scaled_(1p0, 1p25)',
 'scaled_(1p0, 0p75)',
 'translate_(0p1, 0p1)',
 'translate_(0p1, -0p1)',
 'translate_(-0p1, 0p1)',
 'translate_(-0p1, -0p1)',
 'translate_(0p1, 0)',
 'translate_(-0p1, 0)',
 'translate_(0, 0p1)',
 'translate_(0, -0p1)',
 'rotated_3',
 'rotated_5',
 'rotated_10',
 'rotated_45',
 'rotated_60',
 'rotated_90',
 'flipH',
 'flipV',
 'dropout',
 ]

# Build up the transform lists for 'category' based performance analysis.
valueTransforms = transformNames[:23]
spatialTransforms = transformNames[23:]
blurTransforms = [ 'gaussianblur_1',
 'gaussianblur_10',
 'gaussianblur_20',
 'averageblur_5_11',
 'medianblur_1']
regionTransforms = [ 'superpixels_0p1',
 'superpixels_0p5',
 'superpixels_0p85',
 'averageblur_5_11']
colorTransforms = ['colorspace_25',
 'colorspace_50',
 'multiplyintensity_0p25',
 'multiplyintensity_2',
 'contrastnormalization_0',
 'contrastnormalization_1',
 'contrastnormalization_2']
lightingTransforms = ['sharpen_0',
 'sharpen_1',
 'sharpen_2',
 'addintensity_-80',
 'addintensity_80',
 'elementrandomintensity_1']
scalingTransforms = [ 'scaled_1p25',
 'scaled_0p75',
 'scaled_0p5',
 'scaled_(1p25, 1p0)',
 'scaled_(0p75, 1p0)',
 'scaled_(1p0, 1p25)',
 'scaled_(1p0, 0p75)']
orientationTransforms = [ 'rotated_3',
 'rotated_5',
 'rotated_10',
 'rotated_45',
 'rotated_60',
 'rotated_90',
 'flipH',
 'flipV']
translationTransforms = ['translate_(0p1, 0p1)',
 'translate_(0p1, -0p1)',
 'translate_(-0p1, 0p1)',
 'translate_(-0p1, -0p1)',
 'translate_(0p1, 0)',
 'translate_(-0p1, 0)',
 'translate_(0, 0p1)',
 'translate_(0, -0p1)']
distortionTransforms = ['elastic_1',
 'dropout']
transformCategoryHeadersList = ['valueTransforms', 'spatialTransforms', 'blurTransforms', 'regionTransforms', 
                       'colorTransforms', 'lightingTransforms', 'scalingTransforms',
                       'orientationTransforms', 'translationTransforms', 
                       'distortionTransforms']
transformCategoryValuesList = [valueTransforms, spatialTransforms, blurTransforms, regionTransforms, colorTransforms,
                              lightingTransforms, scalingTransforms, orientationTransforms, translationTransforms, 
                              distortionTransforms]


modelNames = ['e2e_faster_rcnn_R-50-C4_2x',
'e2e_faster_rcnn_R-50-FPN_2x',
'e2e_faster_rcnn_R-101-FPN_2x',
'e2e_faster_rcnn_X-101-64x4d-FPN_2x',
'e2e_mask_rcnn_R-50-C4_2x',
'e2e_mask_rcnn_R-50-FPN_2x',
'e2e_mask_rcnn_R-101-FPN_2x',
'retinanet_R-50-FPN_2x',
'retinanet_R-101-FPN_2x',
'retinanet_X-101-64x4d-FPN_2x']
loading annotations into memory...
Done (t=0.68s)
creating index...
index created!

Read metrics for each model and transform, and parse them into pandas data frames.

In [3]:
metricsColumns = ['model','transform','class','precision','recall','accuracy','TP','FP','FN']
metricsList = []
metrics = pd.DataFrame([], columns=metricsColumns)
regenerate=False


def f(tup):
    print('%s,%s,%s running...'%(tup[1], tup[2], str(tup[0])))
    result = subprocess.check_output(args=["python", "averageMetrics.py", "-c", str(tup[0]), '-r',
                             'basic', tup[1], tup[2]])
    output = result.decode("utf-8")
    # Parse output into a python dict.
    p = re.compile('.+?precision')
    m = p.search(output)
    start = m.start()
    metricStr = output[start:].strip()
    metricObject = ast.literal_eval(metricStr)
    return [tup[1], tup[2], str(tup[0]), metricObject['precision']
                       ,metricObject['recall'],metricObject['accuracy'],metricObject['TP'],
                       metricObject['FP'], metricObject['FN']]

if regenerate:
    # Multiprocess method.
    classLabels = list(map(lambda item: item['id'], cats))
    argumentsList = []
    for model in modelNames:
        for transform in transformNames:
            for classLabel in classLabels:
                argumentsList.append([classLabel, model, transform])


    startTime = time.time()
    p = Pool(6)
    metricsList = p.map(f, argumentsList)
    endTime = time.time()
    print('Total time to run was %s seconds.'%(str(endTime-startTime)))

    # # Single process method.
    # classLabels = list(map(lambda item: item['id'], cats))
    # startTime = time.time()
    # for model in modelNames:
    #     for transform in transformNames:
    #         for i, classLabel in enumerate(classLabels):
    #             print('%s,%s,%s running...'%(model, transform, classLabel))
    #             result = subprocess.check_output(args=["python", "averageMetrics.py", "-c", str(classLabel), '-r',
    #                                      'basic', model, transform])
    #             output = result.decode("utf-8")
    #             # Parse output into a python dict.
    #             p = re.compile('.+?precision')
    #             m = p.search(output)
    #             start = m.start()
    #             metricStr = output[start:].strip()
    #             metricObject = ast.literal_eval(metricStr)
    #             metricsList.append([model, transform, classLabel, metricObject['precision']
    #                                ,metricObject['recall'],metricObject['accuracy'],metricObject['TP'],
    #                                metricObject['FP'], metricObject['FN']])

    # endTime = time.time()
    # print('Total time to run was %s seconds.'%(str(endTime-startTime)))

    # Build the pandas dataframe.
    metrics = pd.DataFrame(metricsList, columns=metricsColumns)
    # Save the pandas dataframe.
    metrics.to_csv('./metrics_dataframe.csv', index=True)

    #Total time to run was 30180.934909582138 seconds.
In [4]:
# Read the pandas dataframe.
metrics = pd.read_csv('./metrics_dataframe.csv', index_col='Unnamed: 0')
metrics.head()
Out[4]:
model transform class precision recall accuracy TP FP FN
0 e2e_faster_rcnn_R-50-C4_2x None 1 0.694159 0.273512 0.244097 3009.731163 1326.064786 7994.268837
1 e2e_faster_rcnn_R-50-C4_2x None 2 0.524687 0.156833 0.137323 49.559314 44.895615 266.440686
2 e2e_faster_rcnn_R-50-C4_2x None 3 0.414337 0.120997 0.103325 233.765708 330.426081 1698.234292
3 e2e_faster_rcnn_R-50-C4_2x None 4 0.719739 0.247889 0.226068 91.966830 35.811194 279.033170
4 e2e_faster_rcnn_R-50-C4_2x None 5 0.779220 0.573851 0.493597 82.060714 23.250596 60.939286

Analysis plots

Plot of precision and recall over all models, classes, and transforms

This plot fully characterizes performance over all combinations of models, classes, and image data sets (transformed and 'None').

In [5]:
fig_size = [0,0]
fig_size[0] = 12
fig_size[1] = 6
plt.rcParams["figure.figsize"] = fig_size

precisionDF = metrics[['precision', 'recall']]
precisionDF.plot.hist(alpha=0.5)
Out[5]:
<matplotlib.axes._subplots.AxesSubplot at 0x1121bd850>

Plots of precision and recall on the original images, per model.

These histograms show the initial precision and recall performance over all classes, and provide a way to compare initial performance based off of the histogram distributions. It should be noted that when viewing these plots, precision and recall are considered separately. Thus, a model that seems to have a histogram indicating that many classes have high precision may have correspondingly low recall for these classes. But, this kind of issue cannot be determined from the plots below.

In [6]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 22
fig_size[1] = 10
plt.rcParams["figure.figsize"] = fig_size


f, axarr = plt.subplots(2, 5)
f.suptitle('Original Precision Histogram for Every Model', fontsize=16)
for i, model in enumerate(modelNames):
    axarr[int(i/5), i%5].hist(metrics[(metrics['model'] == model) & (metrics['transform'] == 'None')]['precision'])
    axarr[int(i/5), i%5].set_title(model)


f, axarr = plt.subplots(2, 5)
f.suptitle('Original Recall Histogram for Every Model', fontsize=16)
for i, model in enumerate(modelNames):
    axarr[int(i/5), i%5].hist(metrics[(metrics['model'] == model) & (metrics['transform'] == 'None')]['recall'])
    axarr[int(i/5), i%5].set_title(model)

Precision tables per class, per model, per transform.

These tables provide an absolute number for precision, given a particular model, transform, and class. The provide an absolute summary of performance, and can be further categorized into many further sub-metrics and plots along the dimensions of the table.

In [7]:
#pd.set_option('display.max_rows', 300)
#display(metrics)
for model in modelNames:
    # Create new table with columns as class (names) and rows as transform.
    table = ListTable()
    table.append(['transform'] + nms)
    modelDF = metrics[metrics['model'] == model]
    
    for transform in transformNames:
        # Get all precision metrics for the transform.
        modelTransformDF = modelDF[modelDF['transform'] == transform]
        precisionSeries = modelTransformDF['precision']
        precisionSeries = list(map(lambda item: '%.3f'%(item), precisionSeries.tolist()))
        table.append([transform] + precisionSeries)
    
    # Display the precision table for the model.
    print('Precision for model %s'%model)
    display(table)
Precision for model e2e_faster_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6940.5250.4140.7200.7790.7450.8520.4860.5310.2720.7230.5960.6890.4180.4920.6550.6240.7510.6490.6050.8670.8160.8720.8580.1400.5850.0970.0400.6560.1090.3060.1070.0660.5790.2470.0580.3150.3070.3920.2660.3530.2980.4220.2260.2280.3900.5880.4280.5400.4280.5290.3050.5660.5500.6260.4380.3820.6280.3950.7540.4660.7440.6340.6420.0950.1410.4640.1570.4660.6070.2290.4430.7950.3240.3870.3120.5620.7180.0000.230
gaussianblur_10.7140.5280.4510.7700.7490.7190.8120.5360.5460.3250.7400.7060.6000.2690.5450.6760.5220.7040.5420.5980.8490.7500.9250.8750.1100.5290.1890.0910.6550.0680.2190.0000.0670.5790.0000.0000.3960.4790.4780.3220.5090.2530.4140.2160.0000.4630.6440.3130.2840.5530.5490.3320.5840.5450.5920.3780.3820.7310.3080.8260.5270.8120.6420.7100.1750.1140.5280.1390.4490.7140.0000.3600.8070.4060.4840.3120.6000.8170.0000.261
gaussianblur_100.7280.0000.4170.0000.0000.7000.4870.0000.0000.5000.6670.7500.3330.0001.0000.2230.2080.6670.0000.5000.7780.0000.0001.0000.0000.1820.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.1030.1150.1000.0000.0000.0000.4170.8120.1200.0000.2381.0000.5000.8000.6110.2140.4170.2500.0000.0001.0000.4621.0000.2700.7140.1250.0000.0000.0000.2500.0000.0000.0000.5000.0000.0000.0000.0000.0000.0001.000
gaussianblur_200.5160.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0430.0000.1670.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0710.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.6700.8030.2610.6960.7830.7500.6380.3000.1380.0560.3150.6410.1520.2940.4430.6630.4240.8380.4790.3250.7230.6500.9931.0000.0000.3840.0000.0000.4490.2140.1670.0000.1200.3210.0000.0000.1541.0000.3460.2300.3860.2370.0000.2000.0000.3790.7900.1420.5780.5740.3540.2890.5450.5870.2780.1490.3131.0000.3150.8890.4900.9380.3490.8020.0000.0000.3330.1700.3330.6550.0000.3240.4500.3840.5540.3240.0000.5870.0000.000
superpixels_0p50.6070.0000.1700.6360.7290.7670.3770.2530.0460.0160.2170.4290.0990.2280.3420.6250.2480.4290.3530.1220.8181.0000.5951.0000.0000.1690.0000.0000.0650.0000.0000.0000.0000.2900.0000.0000.0570.0000.0000.1180.0000.1810.0000.3100.0000.4000.6000.1000.0000.2730.3280.4100.0000.7210.2160.0580.1321.0000.0330.0000.2950.8950.2820.8480.0000.0000.2360.0000.4290.2940.0000.2000.4520.7500.6960.0780.0000.3540.0000.000
superpixels_0p850.5120.0000.1111.0000.1360.0000.5000.1430.0180.0040.1080.3260.0000.0000.2701.0000.0001.0000.0000.0000.0001.0001.0000.0000.0000.1000.0000.0000.0000.0000.0000.0000.0000.1430.0000.0000.0000.0000.4000.0430.2000.1410.0000.0000.0000.0000.0000.0000.0000.4000.4000.3330.0000.0000.0000.0470.0000.0000.0900.0000.0000.0000.2250.0000.0000.0000.0000.0000.0001.0000.0000.0000.8330.0000.0000.0000.0000.4000.0000.000
colorspace_250.7300.4370.4760.7500.7700.7530.8840.4940.6360.2410.6820.8490.6390.2610.4370.5910.5310.7260.5370.4970.8840.7480.8970.8670.1550.5040.1450.0000.5890.0370.2150.0000.0340.4980.0000.0000.3200.5300.4570.2740.5720.2340.4330.1810.0500.3580.4300.2380.5710.5530.2630.0001.0000.5990.6560.2760.3620.6510.2740.8000.5170.8710.5780.7720.1250.1380.3960.1400.4270.7620.0000.4050.8040.3670.4870.2710.8000.7500.0000.240
colorspace_500.7430.4510.4490.7630.7980.7430.8410.4710.5680.2220.6740.7810.7240.2180.4530.6220.5070.6840.5310.5020.8740.6450.9200.8660.1780.4660.1310.0620.5720.0480.2410.0000.0470.5460.0000.0000.3090.6020.3860.2630.5290.2100.4380.2620.1230.3950.6450.4140.0001.0000.3310.0001.0000.6060.8320.2110.3490.7400.2140.7860.5640.7360.5840.6970.1190.0000.4310.1220.6920.8560.0000.4340.7100.3740.5130.3190.6670.6760.0000.000
averageblur_5_110.7310.4620.4660.8340.7780.7680.7700.6510.5200.3110.7280.6730.4750.2940.4150.4570.5710.6710.4140.5200.7950.7550.9370.9040.0550.5500.2240.0740.5940.1360.3040.0000.0800.5420.0000.0000.4340.6060.3860.3950.4320.2000.4680.2550.1680.4540.6580.2220.4780.4880.4860.3380.6930.4850.7250.4500.3390.8540.3000.9230.5130.8340.5580.7000.2220.0000.4750.2360.3530.7520.0000.5290.8460.4140.6640.2890.3330.8430.0000.353
medianblur_10.6990.6850.4650.8450.7210.7760.7020.5940.5270.2230.8140.7180.6320.4420.3530.6110.4410.6870.4790.5280.7770.7550.9310.8850.0410.5080.1300.0990.5070.0820.2310.0000.0900.4280.0000.0000.4220.5570.4350.3680.4490.2350.4910.2400.0000.4570.5910.2210.6100.5180.5580.2850.7230.4910.5380.4120.3620.7680.3310.8770.5570.8090.5590.7670.1220.0900.6300.1830.6380.7780.0000.3820.6070.4120.6980.2560.5000.7050.0000.213
sharpen_00.6990.3430.3900.6780.7750.7740.8530.5380.4750.2520.7590.7610.6470.2970.3730.5850.6020.6490.5050.6880.8290.7810.8600.7570.1450.3970.1250.0030.4940.0780.1980.0000.0560.4430.0000.0000.3300.5280.3580.3490.5840.2570.4140.3160.0000.3810.4350.2390.2080.6100.5860.3410.7620.4720.7840.1810.3510.6470.3620.7560.5260.8070.6340.7040.1370.0650.5600.1370.5620.6490.0000.3730.8470.3080.3950.2320.8000.6560.0000.000
sharpen_10.7080.3980.3980.7360.7850.7060.7960.5150.4330.2400.7560.7040.6140.2820.4020.5950.5940.6710.5250.5740.8480.8260.8490.7320.1410.4370.0740.0460.4620.0810.2180.0000.0540.4560.0000.0000.3020.5140.3660.2790.4780.2490.4800.3530.0590.4140.4010.4610.5600.6440.5300.4880.9060.4480.6530.1730.3570.7010.3150.7640.5140.7910.5850.7210.1220.0670.5750.1210.6760.7230.0000.3970.8090.2610.4110.2410.6670.7010.0000.000
sharpen_20.7130.3810.4050.7790.7510.7830.7730.5400.5250.2130.7490.7250.6820.3250.4180.6140.6030.5750.5000.6070.8240.8370.8610.7470.0930.3890.1290.0180.5120.0890.2210.0000.0650.4850.0000.0000.2940.5550.3380.3230.5950.2860.3800.2530.0000.3770.4440.3390.4350.6050.5200.3280.8820.5210.6620.2650.3640.6780.3110.7580.5640.8510.5870.7850.1710.0530.5700.0870.5450.6220.0000.4330.7730.2790.4110.2370.4000.7020.0000.000
addintensity_-800.6980.5660.3890.6960.7220.7960.8290.4130.4070.2040.6860.8980.5800.3120.4450.6470.5410.6060.4980.4630.8730.6670.8830.9030.0560.5110.1650.0640.5410.0780.2360.0000.1140.4600.0000.0000.3430.5630.4730.2130.5330.2300.5660.1720.0000.4040.6780.2290.3630.3720.4740.3490.3710.5020.8130.3120.3670.6440.2640.8320.5630.7590.4900.7030.1160.0680.4820.1290.5290.6430.0000.4290.6730.3300.4500.3090.4710.7820.0000.400
addintensity_800.7090.5270.4070.7340.7670.7060.7870.5660.5890.2490.7070.7160.6200.3400.4740.6320.5850.6390.6070.5900.7740.8330.9070.8420.1590.4900.1950.0920.5690.0490.2150.0000.0640.4860.0000.0000.2980.4860.4860.2930.4100.2250.3670.3950.0710.4590.5260.2890.4840.6730.6020.3420.4360.4860.5640.3090.3750.6520.3330.7920.4710.7840.6090.7730.1290.1070.4560.0830.4860.7960.0000.3830.8010.3440.4250.2850.6670.7580.0000.278
elementrandomintensity_10.6270.4030.3460.8060.7140.7230.5740.3480.2670.1130.4120.7490.4720.2380.3380.6390.4150.4940.2900.5130.9170.5230.9160.8640.2470.3180.3730.0000.2680.0000.2400.0000.0440.6470.0000.0000.3920.3230.4650.2960.6940.2380.8570.0000.0000.3890.7110.3100.0000.6000.2590.3650.0000.5360.1880.0980.3470.7420.1080.7560.6280.5190.5730.9050.0000.0000.6670.2000.0000.8620.0000.1520.0000.2070.5680.2330.6000.4840.0000.000
multiplyintensity_0p250.7190.5940.4910.8500.8160.8580.8630.4820.5970.2030.7140.7840.5880.3460.4770.6020.6580.6970.6680.5450.8510.7440.8970.9090.1530.4870.1680.0830.6690.1040.3190.0000.0580.6480.0000.0000.3250.5660.5030.3720.6660.2610.5200.5000.0000.5180.7140.4710.3750.7880.5470.4380.6550.5400.6190.2640.3800.5740.3350.8120.5530.7140.5250.7770.1540.0790.3830.3290.3620.7120.0000.4410.7970.4030.4550.3880.6670.7240.0000.152
multiplyintensity_20.7040.5300.4220.7230.8170.6990.7830.5640.5200.2260.6510.6860.7170.3100.4580.6610.5290.6290.6170.5830.8530.7820.9200.8550.1040.4410.1670.0180.5230.0720.2830.0000.0650.4620.0000.0000.3520.5050.4020.2600.5300.2040.3630.2960.0000.3720.5590.2130.4210.4520.5040.2770.4040.4260.6500.2790.3990.6150.3120.7460.5270.8770.6020.7800.1420.0730.4450.0870.4480.7510.0000.3500.8190.3450.4470.3000.6510.7840.0000.300
contrastnormalization_00.7200.5310.4450.7420.7430.7940.7620.5040.5910.2760.6890.7760.6970.3680.4100.6740.5580.6680.6100.5770.8910.7700.8960.8740.1760.4660.1310.0590.6310.0570.1690.0000.0540.4930.0750.0000.3800.5460.3880.2800.4790.2250.4710.2410.0390.4050.6750.2780.3260.5510.5080.2430.6340.5310.6460.3540.3910.6500.2570.8280.5010.7500.6330.7320.1320.0870.4880.0680.5220.7800.0000.4300.8370.3300.4760.3160.4210.7390.0000.247
contrastnormalization_10.7100.4830.4080.7220.7150.7330.7900.5240.5300.2820.7610.6920.7620.2910.4600.6370.5660.6680.4900.5670.8510.6290.9130.8430.1750.4310.1550.1010.6530.0520.1980.0000.0910.5080.1540.1040.2820.5750.4060.3120.5220.2420.4430.2990.0490.4390.6640.2270.3450.5210.5730.3190.7000.5390.6420.3710.3600.6630.3040.8750.5180.8140.6390.7690.0970.0640.5060.1490.5830.7770.0000.4720.7490.3750.4640.3040.2860.7070.0000.177
contrastnormalization_20.7270.4670.4310.7720.8030.7250.7580.5110.5980.2400.5770.8340.6790.4030.5480.6590.6190.5970.6000.6070.8710.7740.9020.8170.1670.4380.1670.1160.6640.0600.2030.0000.0570.4920.0820.0000.3150.4850.4290.2770.4860.2330.4520.3020.0000.4140.6030.2110.3660.5600.5360.3280.5620.5300.6460.3440.3740.6940.2280.7510.4850.8320.6630.7550.0940.0680.5360.0930.5030.7790.0000.3880.7330.3200.4570.2760.5290.7980.0000.325
elastic_10.6240.0000.3451.0001.0000.7500.3830.7840.1490.2860.2580.7330.4440.3441.0000.4760.3900.3310.4171.0000.7080.4861.0000.9350.0000.2920.0000.0000.7500.0230.0000.0000.0000.2890.0000.0000.0000.1490.0000.5000.0000.3720.0000.0000.0000.5840.8000.2480.0000.6270.3420.2861.0000.8000.2500.2430.1791.0000.1061.0000.6000.7950.4420.0000.5000.0000.0000.0001.0000.5000.0000.1000.0000.0000.0000.3000.0000.7270.0000.000
scaled_1p250.7480.5220.4250.7350.7990.8080.8720.5550.6850.4180.7220.9310.6880.4560.4960.7160.6750.6990.5800.6550.8890.8830.9270.8820.1200.6410.1340.1890.6200.4180.3920.0000.1360.6440.3110.0000.3910.5700.5240.2980.5490.3240.3320.3600.2410.4450.7940.2750.5450.5870.6060.4330.8730.5720.5960.4240.4350.6760.3050.8770.6150.8540.6460.7020.1460.1040.4940.2170.4250.7030.3830.5020.7410.4580.5700.2930.5000.7290.0000.209
scaled_0p750.6150.4290.2300.7140.7220.7090.7890.4890.4370.0890.6410.6630.5870.2710.4860.5830.4970.5880.4200.5540.8030.8100.8450.7120.0600.4600.0430.0000.5250.0000.1340.0000.0000.4940.0820.0000.1930.3260.1280.1460.2300.1210.0580.0960.0750.2580.5290.1330.3790.2600.3700.3260.6220.3860.5460.3060.2360.7720.1520.8320.4450.6170.4170.6600.1940.0520.2930.0490.3400.5640.0000.2470.5980.2600.3490.1790.7500.7050.0000.305
scaled_0p50.4910.3050.1220.4980.5810.6060.7680.5440.2110.0700.4990.4260.6000.2620.2780.4940.4230.5690.4140.4380.6500.6570.6790.6720.0360.3520.0000.0000.4160.0000.0720.0000.0000.2930.0000.0000.0150.2470.0000.1140.0990.0200.0000.0000.0000.1600.4490.1870.2170.0950.1760.0750.4640.4090.3550.3530.1430.4510.1100.8970.4170.4660.1870.4750.0000.0000.0250.1070.4820.3370.0000.1530.6030.1260.2190.1680.7500.5140.0000.353
scaled_(1p25, 1p0)0.7410.4840.3850.7040.8080.7740.8430.5600.6080.3120.7200.8360.6880.3540.4510.6380.5620.7920.5650.6060.8870.8150.8830.8710.1180.5300.1520.2140.6060.1690.2780.0000.0980.5950.2010.0000.3600.4970.4320.3090.6340.2990.4900.2890.3310.3650.6980.2510.5920.5710.5880.4240.6770.4680.6250.4690.3810.6780.3130.8250.5410.8110.6680.7360.1590.0720.3820.1590.3520.7130.5260.5210.7990.4160.4420.2760.3640.7170.0000.222
scaled_(0p75, 1p0)0.6570.4800.2720.6820.7650.6980.8060.4590.4970.2170.6530.6370.6330.3110.4780.6490.5700.5360.4980.5460.8080.7530.8690.7580.1050.5610.0520.0570.5330.0000.2030.0000.0340.5170.0000.0000.2680.4390.3430.1920.4140.1810.2860.2710.1120.3440.5740.2000.3110.4640.4750.3180.5600.5550.7170.3720.2900.7420.2710.8770.4470.6280.5110.7110.1070.0000.3190.0890.4970.6020.0000.3160.6650.2540.3900.1960.7140.7820.0000.330
scaled_(1p0, 1p25)0.7250.5980.4660.7960.8140.7820.7860.5430.5940.3960.7600.7580.7230.4060.4720.7330.6450.5950.5610.5840.8710.7630.9050.8580.1190.6440.1380.1260.6750.1890.2850.1470.0900.5890.2390.0000.3490.5490.5100.2350.5300.2330.4440.2000.1080.4460.6890.3330.5370.5410.6090.3590.8190.5850.6910.5230.3730.7280.3500.9200.5850.7990.6080.7540.1110.0470.5620.2270.5520.7540.0000.5200.6610.4130.5170.2720.4260.7880.0000.316
scaled_(1p0, 0p75)0.6790.5180.3160.7750.7400.7720.7800.5220.4100.1750.6580.7580.6380.3330.4540.6160.5510.7770.4880.5860.8310.8050.8530.8020.1140.3360.1480.0040.6110.0620.1950.0000.0350.4740.0000.0000.2470.4050.2600.2340.3660.2030.5020.2060.0330.3160.5770.2500.2140.3680.5050.2830.5520.3590.5580.3510.3430.6660.2110.8210.3930.8220.5270.6700.0680.0450.4990.0880.4280.6790.0000.3580.6980.3120.3490.3240.5170.7400.0000.308
translate_(0p1, 0p1)0.6610.3800.2630.6930.7820.7540.8150.5230.4870.1450.5910.6300.6370.2470.4340.6140.6120.5900.5690.6210.8420.8060.8780.8270.0530.4740.0710.0090.4910.0000.1720.0000.0420.5030.0610.0000.2950.4730.2480.1620.3060.1820.4210.1870.0990.3160.5610.2590.2930.3050.4950.2740.5640.4720.6080.4090.2700.6830.2210.8770.4790.7030.5310.6740.0970.0000.2810.0730.4390.5900.0000.3230.5670.2850.3300.2530.5000.7830.0000.414
translate_(0p1, -0p1)0.7100.4620.3690.7510.8030.7500.8400.5150.6330.3650.6550.8450.6410.3290.4470.6060.5930.5760.5870.6140.8570.7960.9040.8490.0990.6060.0720.0640.6510.1280.2460.0910.0360.5320.1750.0000.3510.5490.3470.2450.4350.2160.5640.2240.1440.3640.6030.2710.4070.5240.5690.4100.5600.5470.6910.3530.3240.6810.2720.8410.5120.7900.5400.7590.0950.0000.4490.1070.5000.6800.0000.4000.7800.3000.4470.3790.4440.7550.0000.375
translate_(-0p1, 0p1)0.7080.4810.3490.7300.7760.8300.8270.5390.6090.1770.6830.7650.5860.4000.5380.7340.6000.6900.5720.6710.8730.9630.8870.8500.0580.5620.1530.1340.6110.1250.2440.0000.1000.5510.1190.0000.4020.5650.3870.2400.5040.2140.3090.2950.2110.4290.7030.3140.4610.4780.5230.3540.7640.4890.6260.4550.3570.6570.2710.8800.5500.7800.5490.7490.1130.1510.3430.1040.6120.7540.0000.4640.7670.3570.4300.2990.4590.7530.0000.312
translate_(-0p1, -0p1)0.7420.5400.4320.7860.8600.8810.8340.5290.6600.4090.6910.8470.7720.4290.5170.7470.6050.7130.5550.6820.8880.9320.9170.8730.1510.6250.1350.2240.6530.4000.2820.0820.1180.6200.2970.0000.4180.5970.4810.2790.5760.2770.3730.2710.3560.4670.7180.3520.5680.5600.6270.4770.6890.6120.6350.5040.4630.6620.3500.7810.6140.8070.6430.7880.1840.0000.4310.2700.5220.7550.0000.5310.8140.4460.5960.3310.4940.7550.0000.333
translate_(0p1, 0)0.6970.4340.3220.7000.8170.7900.8280.4680.5750.2100.6600.7390.6800.2320.4290.6130.5820.6360.6230.5920.8140.8040.9160.8310.0510.5280.0960.0610.5450.0880.1720.0000.0350.4880.0610.0000.2900.4450.3170.1970.3880.2190.4190.2090.0820.3860.5660.1830.3600.3650.4990.2720.5410.5510.7130.3330.3250.6430.2710.8670.4800.6940.5420.7590.1000.0310.4470.1170.4440.6490.0000.3870.7030.2860.4120.3180.7500.8040.0000.353
translate_(-0p1, 0)0.7360.5600.3760.7610.8450.7930.8640.5070.6150.3220.6880.6700.7010.3730.5080.7700.5640.7600.5550.6540.8790.9030.9000.8880.1560.6130.1680.2010.6280.1960.2590.0000.0840.5590.1870.0000.4130.5370.4630.2830.5670.2900.3910.2540.2620.4960.6850.2810.5760.5760.5850.4440.6240.5730.6730.4570.4190.6550.3040.9090.5630.7880.6110.7870.1710.0990.3640.1360.4810.7870.0000.4740.7580.4030.5030.2840.4600.7930.0000.364
translate_(0, 0p1)0.6910.4720.3580.7400.7260.7540.8460.5380.5320.1770.6470.6900.6480.2870.4300.6590.5890.6670.5700.5740.8130.8040.9100.8240.0880.4340.0650.0070.6200.0670.1980.0000.0660.5110.0000.0000.3160.4720.3550.2270.3580.2070.4560.2970.0350.3790.5880.2480.3130.3870.5510.3090.6350.4830.6820.4330.3680.7110.2450.8640.5280.7990.5260.6710.1800.0890.4510.1280.5550.7170.0000.4120.6560.2850.3790.3550.4210.7790.0000.400
translate_(0, -0p1)0.7320.5460.4430.7660.7900.7800.8480.5410.6380.4120.7060.7150.7270.3740.4660.6610.5910.7000.5880.6400.8440.8850.9230.8680.1250.5650.1650.0680.6850.1930.1990.0540.0930.5760.2180.0000.3950.5530.4800.2780.5540.2410.4040.2440.1080.4520.6930.2730.5350.6030.5830.3880.7220.5430.7230.4060.4100.6690.3350.8480.5930.7740.6040.7310.0830.0490.5020.1790.5480.7670.0000.4760.7400.3580.5150.3110.4000.8130.0000.300
rotated_30.7190.5790.4610.7660.7260.7400.8030.5250.6040.3400.7100.7770.6130.3390.4710.6820.6040.6740.5740.6240.8550.7880.8920.8680.1540.5500.1800.1030.6680.0610.2860.0610.0960.5300.0870.0000.4280.5410.4920.2810.5500.2720.4490.3100.0920.3900.6740.2990.4490.4820.5690.4100.6820.5840.7270.4360.3750.6760.3300.8200.5470.8150.5610.7350.1240.2140.4710.1660.6840.8030.0000.4520.7670.3540.4570.3050.5000.8140.0000.286
rotated_50.7240.6220.4480.7330.7620.7830.8740.4590.6080.4090.7100.8180.6060.3720.5450.7540.5880.7020.5940.6480.8700.9030.8990.8670.1250.5320.1760.1280.6910.1060.3210.1420.0850.5800.0690.0000.3890.5390.4600.2940.6160.3090.4600.3040.2480.4520.7050.3000.4870.5430.5680.3500.6610.5990.7450.5160.4100.6710.3240.9120.5530.8580.5770.7210.1430.1630.4980.0700.5920.7730.0000.5260.8320.3900.4620.3070.5000.8000.0000.370
rotated_100.7360.5560.4350.7850.7820.7750.9050.4890.6910.3990.7370.8540.7570.4800.5180.7290.5730.6630.6140.6500.8450.8450.9080.9030.1430.6250.2330.2280.6140.1900.3830.1730.0960.5780.0760.0000.3830.4990.3940.2720.5660.2730.5090.3590.2150.4290.7020.3720.5290.6000.6050.3460.6360.6340.6960.5110.4080.7240.2920.8440.5800.8130.5480.7220.0830.1020.5440.1390.7100.7230.0000.4920.7480.3670.5200.3310.4290.8480.0000.255
rotated_450.7340.6490.4330.7320.6830.8430.6220.4720.4620.4890.8520.9581.0000.3440.3860.6820.3810.8380.7500.7550.9590.7110.9130.8850.2210.3130.1820.6200.4790.2630.3850.2420.0750.4230.2960.0620.2550.6200.4340.2460.5920.2580.5290.0870.2160.6360.6800.2130.6240.6130.6170.3720.7220.5840.7390.4820.5260.5000.4040.7260.6010.8290.7590.8040.2580.2420.6260.2790.3330.4240.0000.6560.3910.3200.5160.4000.1880.8240.0000.267
rotated_600.7660.5620.4260.5560.5480.5290.6720.5760.0000.2110.8751.0000.0000.2850.3560.5500.3910.8320.6450.8180.9270.7040.9150.8350.1640.3860.1050.7200.3280.1870.1770.0730.0800.3130.3120.2140.2590.5650.3400.3390.4740.1820.4360.0690.1850.7060.7150.4350.6370.6810.5780.4330.5540.6150.7170.5600.4880.3330.4230.7700.6120.8400.5940.6790.4000.1980.5620.2600.0000.2500.0000.5000.1800.3070.4280.3330.0000.6910.0000.211
rotated_900.7130.5160.4120.5910.4780.4780.7590.5000.5000.0140.5710.6870.0000.0620.2760.3810.3240.7240.6190.5710.9260.7590.8620.9010.0510.5120.1760.2500.3920.2050.4300.0000.0000.3410.1500.0430.1290.3310.3040.1070.2700.1860.4260.1360.0690.5560.6470.2420.5350.6250.5060.2870.5000.7040.6470.6360.2110.1670.2110.6880.6520.6610.2940.4870.1880.0590.5290.1780.0000.1300.0000.1830.1440.2310.3280.0001.0000.5700.0000.207
flipH0.7110.5300.4080.7790.8350.7720.8830.5090.5250.2630.7750.7080.7360.4350.4830.7040.5750.6840.6010.6830.8260.7520.8560.8860.0760.5340.1820.0840.5630.1250.1920.0000.0890.5250.3200.0000.2650.5360.3060.3080.3010.3200.2860.2640.1240.4040.6320.2570.5530.5630.5350.3400.4890.5050.6690.3100.4290.6450.2710.8600.5110.7210.6640.6470.1590.1600.3970.1950.4380.5740.0000.4180.7480.3860.4300.1590.9750.8430.0000.300
flipV0.7290.4270.2200.7170.6300.8700.6380.3160.1840.1380.7810.7460.5000.3690.2100.4840.3320.7410.5450.4521.0000.8570.8630.8320.0650.2500.0610.3480.3570.1490.3800.1560.0560.3310.0000.0000.3320.4050.3250.1470.2130.1880.3790.1910.1880.3790.6450.2460.2980.5080.6140.3040.8000.5920.6120.5200.3770.3530.1300.5200.6090.6920.3160.7700.5450.0000.5120.1330.3090.3460.0000.4070.3380.2670.3430.1530.5000.6280.0000.500
dropout0.6870.6430.4430.8310.6690.7300.7550.4230.5270.2480.5300.8500.6060.2750.1560.4970.5430.5800.5000.5050.8480.7500.9130.8340.1030.2550.1560.0000.5370.0000.1860.0000.0000.5710.0000.0000.6100.4960.4420.4150.3310.2860.6360.4220.0000.4680.2450.0000.0000.4000.3160.2460.2500.5210.3060.1550.3730.6050.2420.4980.5230.5180.4980.7920.3000.0960.8450.0000.4551.0000.0000.2030.6670.4190.2860.2150.2500.3540.0000.000
Precision for model e2e_faster_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6970.5060.4050.7160.7630.7680.8750.4860.5310.2790.7080.6250.6260.4730.4970.6270.6690.7130.6900.6130.8580.8590.8600.8560.1360.6400.0710.0360.6510.0950.2720.1520.0610.6230.2290.0550.3240.3110.3720.2750.3490.2690.3810.2430.1660.3630.5870.4150.5080.3970.5170.2650.5850.5460.5980.4200.3860.5940.4070.8250.4790.7420.6040.6460.0850.1380.4400.1250.4200.6030.0000.4210.7620.3170.3520.3020.5440.7080.0000.252
gaussianblur_10.7110.5670.4360.7450.7930.7240.8640.6060.6210.3260.7620.6220.6170.3720.5070.6730.5370.7020.5590.6300.8180.7110.9330.8440.1350.5720.1330.0380.6900.0840.2170.1000.0800.6120.0000.0000.4070.5630.4710.3540.5130.2300.4750.2810.2510.4040.6500.1440.4060.4130.5340.2800.6480.5560.6540.3170.3980.7840.3810.8310.5030.7850.6060.6760.0910.1370.4350.1320.5360.7930.0000.3780.7180.3160.4320.3300.2860.8600.0000.176
gaussianblur_100.6860.0000.5140.0000.0000.5770.4000.0000.0000.2000.0000.6671.0000.0000.4440.5000.1380.0000.0000.0001.0001.0000.0000.0000.0000.5000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0780.0000.0280.0000.0000.0000.4180.6250.0550.0000.2900.0000.4621.0000.3970.1910.2400.1020.0000.0000.0000.6981.0000.3540.4190.0700.0000.0000.0000.5000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_200.6360.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.6670.0000.0000.3850.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7000.2490.3060.5890.6540.6800.5840.2890.1270.1020.4690.6630.4080.2370.6980.6390.5000.6630.4630.1910.7660.4671.0001.0000.0000.2700.0000.0000.2930.0000.0000.0000.0000.1980.0000.0000.0620.3330.1820.3510.5060.1770.0000.1600.0000.3670.6490.2330.3330.3880.3470.2700.4890.6540.2480.1130.2670.8240.2190.8500.4900.8530.3480.6590.7500.1310.2870.0710.2220.7530.0000.2100.3340.3950.5550.3040.0000.5940.0000.000
superpixels_0p50.6280.6670.1870.7750.5740.6000.5110.1500.0280.0280.3530.6330.2050.1770.5000.6251.0000.0000.0000.0000.5561.0001.0000.0000.0000.3440.0000.0000.2500.0000.0000.0000.0000.1600.0000.0000.0000.0000.0000.1880.1970.2750.0000.0000.0000.1110.3330.0000.0000.3140.3070.4020.0000.6060.2930.0680.1611.0000.0811.0000.3140.8330.2891.0000.0000.0000.6250.0001.0000.2730.0000.0000.4010.3350.5950.0000.0000.4290.0000.000
superpixels_0p850.5960.0000.0931.0000.7500.0000.0000.1130.0000.0040.2220.4040.0000.0000.3330.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.2310.0000.0000.0000.0000.0000.0000.0000.0710.0000.0000.0000.0000.0000.1670.5000.2400.0000.0000.0000.0000.0000.0000.0001.0000.1220.1150.0000.0000.4440.1380.0000.0000.2110.0000.0000.0000.3610.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.5000.0000.000
colorspace_250.7220.4980.4500.7080.8060.7380.8750.4530.5660.2450.6570.7600.6640.3000.4300.6600.5380.7250.4610.5310.8670.7220.9050.8300.1590.4290.0840.0410.5630.0500.2420.0810.0500.6090.0000.0000.3580.5740.3630.3040.5810.2070.3460.2640.1950.3160.3960.1730.6610.6710.2990.0001.0000.5980.6380.3370.3610.6640.3120.7780.5060.8540.6500.7580.1020.1280.4840.1410.6140.7560.0000.3530.7650.3400.4800.3870.4760.7820.0000.170
colorspace_500.7270.5430.4530.7500.7980.7110.8550.5070.6020.2230.6290.6230.5460.2260.4670.6480.5760.7320.5440.4940.8620.7220.8910.8340.1970.4330.0540.0430.5010.0510.1930.0000.0660.6260.0000.0000.3790.5410.3970.2970.5750.1990.3850.3190.2050.3540.5250.1880.0000.8570.2780.0000.0000.5800.5670.2210.3720.7420.2630.7250.5260.8100.6320.7450.0920.0000.4780.1010.6320.7940.0000.3940.6920.3320.4470.3500.5000.7170.0000.000
averageblur_5_110.7230.4450.4830.7840.8450.7670.8140.5690.6020.2240.8100.6480.6940.2980.4940.5560.4780.8270.4180.4900.8160.6960.9470.8910.1040.6360.1600.0000.5490.1090.3330.0000.0650.4830.0000.0000.3540.6330.4710.3730.6080.2060.4110.3500.0880.3490.6370.1400.4370.4920.4160.2940.7980.4750.7310.2740.3090.7010.3900.8710.4610.8330.5360.5990.1310.0560.4760.1120.5450.5950.0000.4060.8390.4140.5760.3790.2860.8980.0000.301
medianblur_10.6860.6750.4500.7940.8140.7620.7520.6170.4990.2540.8750.5730.8900.5000.3570.6240.4100.7000.5050.4880.7940.7240.9460.8760.1520.5290.1250.0000.5540.0850.2510.0000.0810.4900.0000.0000.3280.5500.4430.3020.7030.2100.4170.2330.0870.4300.4970.2250.3560.4970.4870.2420.6890.4650.5450.3120.3670.6820.3470.7620.4970.8030.5310.8000.0980.0800.5940.1090.6920.7270.0000.4650.6940.3880.6480.3370.4170.7960.0000.161
sharpen_00.7110.4010.4200.7990.7570.7470.8220.5750.5620.2740.7430.5940.6560.2460.4100.6100.6210.6740.5310.6920.7200.7950.8460.7620.1340.4540.0870.0370.4990.0870.2180.0000.0500.4180.0000.0000.3700.5530.3630.2840.5120.2380.3560.2390.1370.3410.4530.1370.2220.5700.5350.2550.7770.4590.5890.2470.3580.6010.3550.7250.5850.7740.5470.7480.1310.0650.5060.1100.5080.6910.0000.3570.7030.2740.4420.2440.1010.7120.0000.000
sharpen_10.7190.3820.4350.7100.8240.7890.8120.5350.5090.2610.6600.5890.6060.2870.3910.6190.6480.6540.4950.5930.7620.7110.8640.7710.0520.4690.1590.0000.4980.0950.2790.0000.0600.5700.0000.0000.3410.4860.3850.3030.5540.2420.3460.3460.2580.3540.3930.1670.4060.5040.5170.2890.7720.4900.6220.2470.3540.6140.2760.8270.5830.8230.5400.7440.1050.0810.4960.1380.6120.6810.0000.3570.6570.2990.4530.2840.3750.7020.0000.000
sharpen_20.7110.3930.4620.7550.8260.8100.7600.5610.5960.2660.7350.5880.6670.3480.4510.6330.6060.6730.5680.5160.7740.7760.8440.7890.1770.4870.0890.0380.4440.0920.2910.0000.0520.6370.0000.0000.3530.4860.3630.3100.5620.2480.3770.2790.1790.3550.4510.2100.3520.4860.5430.2620.6540.4670.6980.2540.3540.6380.2980.7740.5750.8280.5850.7260.1310.0770.5110.0760.6230.6610.0000.3530.7080.2800.4470.2460.2070.7270.0000.000
addintensity_-800.7020.5860.3890.7580.7800.7970.8250.5160.5900.2290.6780.6950.4880.4340.4640.6360.5080.5990.5630.5740.8950.6020.9320.9120.1110.5170.1180.0450.6100.0870.2180.1010.0820.4570.0870.0000.3650.5340.4210.2500.5210.1940.5030.1880.1080.4070.5960.2060.2960.3780.5550.3390.6220.4820.7870.3290.3910.7330.2890.8760.5390.7240.4820.6850.1120.1000.3760.0740.5810.6000.0000.3720.6420.2880.4250.3710.2500.7910.0000.364
addintensity_800.7190.4540.4190.7940.8130.7330.8830.5820.5500.2570.6950.5730.5710.3440.4790.7120.6180.7320.6130.5900.8070.7380.9040.8000.0830.4730.0880.0590.6850.0640.2010.0000.0580.6260.0000.0000.3530.5020.4350.3040.5260.2170.3620.3010.1620.3750.5580.2910.3820.5610.5580.2420.6450.4880.6330.2600.4070.5450.3130.7910.4990.8080.6560.7610.0790.0990.5260.1220.5710.7940.0000.3510.8060.2980.4370.3090.4620.7900.0000.284
elementrandomintensity_10.6380.5620.3310.8260.7290.9340.9060.3730.5020.2200.5900.6640.6430.1340.4260.5920.5290.4160.3590.4220.8710.4530.9510.8210.1760.3540.2980.0320.3400.0000.1940.0000.0420.4950.0590.0000.3110.3500.3560.2000.4590.1790.7620.1140.0000.3070.7830.0000.2790.7690.2700.2060.4350.5710.1980.1190.3270.7160.1610.6190.5860.9090.5480.8380.0000.0000.7500.0581.0001.0000.0000.2931.0000.1280.3420.1860.0000.4230.0000.000
multiplyintensity_0p250.7200.5350.4870.8880.8390.7930.8570.5900.5450.2820.7930.7570.6150.3460.4450.5660.6640.6680.6040.5820.8970.7970.9190.9020.1750.5220.0660.0000.6110.0940.1690.0840.0490.7130.0000.0000.2600.5960.4530.3330.6810.2210.4420.2980.1730.4570.5970.0000.2500.6040.5410.3840.6360.5660.7640.1880.3650.6480.3310.6930.6950.7230.5010.6850.1100.0850.4290.1380.4410.7400.0000.4430.7490.3740.4600.2800.5220.8030.0000.286
multiplyintensity_20.7090.5690.4210.7620.7860.7170.8990.5260.5270.2620.7090.6350.6690.3590.4010.6500.5760.6550.5820.6190.8690.7190.9170.8140.1150.4650.1280.0670.6160.0540.2630.0000.0300.5640.0000.0000.3930.5130.4720.2960.4980.1970.2870.2650.2090.3070.4340.1850.4420.4010.4880.2460.5210.3730.6060.2610.3790.5810.3090.8570.5090.8410.6030.7910.1090.1240.4750.0930.5770.6940.0000.4120.6920.3350.4360.2760.4820.7440.0000.290
contrastnormalization_00.7210.5560.4360.7390.7560.7450.8850.5060.5950.3090.6170.6430.6180.3730.4380.6490.5150.6510.5700.6090.8950.7930.9360.8800.2530.5160.1170.0710.6590.0570.2040.0000.0240.5090.0000.0000.3650.5720.4140.2650.5060.2160.4350.2670.2840.3540.6430.1560.3510.4500.5430.2450.6780.5220.6410.2920.3790.6660.3170.8620.5130.7520.6090.7390.0940.1090.4940.1000.6090.7320.0000.4310.6910.3220.4800.2850.3280.7890.0000.160
contrastnormalization_10.7130.5200.4360.7280.7770.6870.8610.5650.5500.2590.7140.6920.6470.3320.4740.6330.6010.6050.5320.5880.8860.6880.9250.8560.1520.4760.1120.0400.6470.0620.2100.0000.0700.5770.0000.0000.3390.5450.4170.3140.5080.2090.4090.2680.2950.3550.6550.1210.3040.4930.5690.3190.7540.5240.6700.3080.3370.6840.2740.7650.5190.7740.6090.7390.1040.1270.4650.1200.4740.7860.0000.4130.6810.3230.4720.3090.4000.7840.0000.189
contrastnormalization_20.7240.5120.4340.7180.8110.7610.8280.5620.5980.2120.6660.7160.5660.3920.4630.6560.6230.6900.5260.6700.8610.7570.9180.8210.1860.4760.1240.0380.7540.0710.1220.0000.0560.5510.0690.0000.4080.5620.4070.3220.5330.2120.2840.2810.2660.3550.5740.1690.3330.3900.5390.3050.6130.5350.6410.2790.3930.7290.2550.8710.4880.8040.6710.6330.0910.1370.5370.1340.5710.7120.0000.4180.6320.3060.4970.2810.4000.7970.0000.217
elastic_10.6100.0000.2781.0000.0000.7690.7910.5620.2500.1860.4020.7690.4560.1911.0000.5510.6290.2380.2500.4000.7380.4001.0000.9710.0000.3580.0000.0000.0000.1100.0000.0000.0000.2110.0000.0000.0000.2370.8000.4000.0000.2880.0000.0000.0000.3750.5000.0480.0000.4750.2810.2920.0000.5910.1540.1900.1610.6840.0900.0000.6190.6780.3801.0000.3330.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.4340.0000.5300.0000.000
scaled_1p250.7550.4880.4610.8050.8530.7920.9150.5050.6800.3800.7530.7760.7190.3660.5190.7000.7000.8000.5880.6720.9150.8360.9230.9060.1320.5970.0960.2500.7250.4010.3370.0000.1490.6540.2980.0000.4340.5540.5020.3090.5540.2690.2590.3630.2380.3800.7890.2160.4080.5130.6000.3930.7220.6050.6580.4880.4370.6030.3170.8940.5890.8310.6620.7590.1470.0900.4630.1550.4530.5960.0000.4640.8740.4770.5390.3180.5710.8010.0000.207
scaled_0p750.6110.3550.2250.6660.7610.7080.8480.4890.4220.1240.6610.6490.6320.2230.5350.6190.5580.7020.4490.5510.7950.7590.8330.7760.0370.4500.0480.0400.4880.0000.2080.0000.0000.4330.0760.0000.2190.3580.0820.1720.2470.0910.1840.2180.0000.2130.5620.2080.3270.3060.3520.2540.4530.3790.6500.2480.2080.6450.1770.7980.4370.6110.4670.6520.0930.0460.3510.0420.2140.6080.0000.2390.7760.2600.3490.2200.8000.7180.0000.423
scaled_0p50.4860.3870.1300.5240.6050.5580.8110.5500.2350.0270.4470.4170.4850.2640.3120.5090.4790.5420.4660.4720.6180.6130.6840.6820.0000.4310.0000.0000.3700.0000.1030.0000.0000.3290.0000.0000.0170.2220.0000.1200.1930.0390.0000.0000.0000.1650.4420.1710.3230.0920.2000.0580.4480.4000.5120.2090.1080.4620.1230.8060.4860.4590.2840.4830.0000.0550.0320.1170.3200.3650.0000.1530.6300.1530.1750.1440.6670.5320.0000.667
scaled_(1p25, 1p0)0.7490.5170.4390.6970.8460.7700.8680.5300.6390.3410.7640.7790.6250.2940.4760.7050.6170.7870.5210.6590.9220.8690.9230.9240.2700.5130.1230.1190.7310.2010.3100.0000.0890.6240.1790.0000.3270.5640.4500.3110.5600.2730.3420.3310.2320.3740.7120.1770.4240.4850.5840.3560.7610.4820.7210.4720.3810.6300.3430.8070.5380.8170.6500.7130.2030.0480.4710.1010.4860.7170.0000.4770.8410.4240.4650.2310.2500.8020.0000.255
scaled_(0p75, 1p0)0.6680.4750.2920.6850.7830.7660.8770.5260.5620.1680.8050.5970.5720.3000.4570.5860.5460.6590.4860.5340.8010.8020.8230.7520.1170.5360.0660.0380.5550.0000.2140.0000.0310.5800.0670.0000.3130.4440.3370.2060.4380.1690.1840.1640.0620.3020.6080.2320.3150.3540.4450.2630.5870.5650.6850.3170.2670.7380.2470.8840.4670.6950.5830.6790.1190.0530.3340.0640.5570.5400.0000.2620.7510.2380.3740.2550.6000.8200.0000.286
scaled_(1p0, 1p25)0.7270.5410.4450.8060.8480.6930.8280.5140.6450.4180.7470.7090.7040.3780.4490.6980.6860.6090.5750.5720.8450.8150.9120.8840.0970.6370.1290.1180.6190.2010.2710.0980.0900.6140.1850.0000.4230.5920.3920.2820.5920.1940.3030.2990.0980.4360.6630.2750.4090.4890.5980.3180.6940.6120.6980.4230.4000.6740.3290.8960.6030.8770.5830.7050.1090.0460.4950.2200.6700.8010.0000.4500.6930.3560.4650.2740.3330.8190.0000.200
scaled_(1p0, 0p75)0.6760.4820.3550.7070.7100.7260.8770.4580.4720.1860.7470.7300.6250.3170.4780.6350.5910.7340.5130.6010.8610.8490.8590.8010.1330.3580.1220.0670.6010.0700.2200.0000.0340.5290.0810.0000.2850.4620.2970.2490.4190.1800.2990.2760.0920.2910.5830.2120.3660.4000.4800.3110.5450.3790.6950.2690.3220.6260.2320.7770.4260.7800.5520.6760.0960.0710.4510.0520.2650.6820.0000.3430.7370.2700.4130.3470.6470.7830.0000.236
translate_(0p1, 0p1)0.6640.4230.2860.6640.7290.7140.9450.4680.5290.1650.7700.6190.6620.2810.4840.5830.5910.6590.4780.6160.8320.7580.8800.8620.0540.5450.0320.0400.5290.0000.2260.0000.0350.5080.0000.0000.3040.4770.1800.1640.3600.1510.3120.2190.1450.2860.5930.1660.3570.3180.4220.2750.5740.4800.6610.3340.2680.6700.1910.8180.5290.7060.5790.6260.0910.0450.3110.0600.4770.6660.0000.2870.7870.2660.3140.2881.0000.7390.0000.353
translate_(0p1, -0p1)0.7110.4690.3860.7730.7910.7380.8950.5630.6190.3120.7410.7350.5980.3520.4920.6370.6020.6870.4820.6200.8570.7880.9060.9090.1900.6500.0620.0420.5420.1550.2570.0000.0350.6010.1790.0000.4060.5030.3350.2740.4500.2040.4040.2960.1690.3550.6510.1300.5050.4800.5470.3000.6400.5460.6870.3290.3300.6820.2900.8010.5330.7970.6470.7740.1800.0800.4260.1130.4910.6620.0000.4980.7600.2960.4260.2600.7500.7810.0000.429
translate_(-0p1, 0p1)0.7180.4510.3320.7590.7070.7910.9040.4940.6220.2090.6760.7810.6570.2990.5360.6850.6120.7320.6140.6440.8540.8270.9080.8550.0360.4910.1710.1840.6570.1180.2600.0000.0840.6230.0680.0000.4700.5670.3140.2630.4770.1770.1620.2850.1990.3580.6270.2480.4010.4450.5510.3010.7200.4830.8310.3880.3080.6080.3160.8790.5800.7800.5730.7130.1050.0490.4470.0820.5700.6710.0000.4240.7450.3640.3960.2431.0000.7210.0000.324
translate_(-0p1, -0p1)0.7540.5290.4290.7710.7940.8300.8630.4960.6550.4100.7140.8340.8320.3710.5150.7440.6360.7620.5900.6800.8980.8330.9370.8770.2210.6220.1310.2440.6750.4690.2960.0830.1420.6510.3080.0000.4550.6280.4630.3090.5920.2250.2840.3210.2530.4040.7410.2310.4650.5490.6360.3830.8000.6040.7120.4260.4200.5510.3610.8170.5940.7980.6970.7540.2040.0720.5290.1850.4290.7470.0000.5250.7070.4180.5730.3290.5000.8100.0000.218
translate_(0p1, 0)0.6930.4450.3160.6900.7420.7110.9240.4910.5840.2030.7400.5850.5530.3340.4360.5720.5480.6710.4510.6400.8810.8060.9090.8760.0610.5360.0650.0780.5540.0000.2430.0000.0320.5920.0630.0000.3450.4930.3430.2200.4260.1860.4060.2130.2100.3420.6180.1670.3130.3140.4920.2590.5980.6010.6420.2450.3250.6880.2530.8210.4800.6940.6310.6240.1070.0480.3910.0930.4620.6770.0000.3110.7550.2630.3880.3160.3330.8200.0000.351
translate_(-0p1, 0)0.7410.4820.4060.7890.7670.7910.8410.4830.5960.2770.7360.6700.6080.3460.5080.7460.5940.7630.5630.6610.8660.8650.8960.8660.1800.5520.1640.1880.6310.1610.2690.0000.0680.6270.1460.0000.4350.5660.4150.3570.5850.2470.2370.3820.2270.4170.6970.2030.4190.4360.5970.3880.7380.5690.7150.4020.3820.6230.3690.8610.5830.8240.6340.7870.2100.0510.4880.1450.4380.7040.0000.4350.7150.3870.4980.2700.3330.7540.0000.261
translate_(0, 0p1)0.6930.4690.3420.7240.7090.7550.9030.4660.5200.1920.7150.7420.6860.2950.4560.6300.6350.7160.5500.6370.8270.8320.8990.8230.0790.4490.0690.0360.6710.0660.2460.0000.0300.5560.0000.0000.3320.4810.3300.2480.3700.1780.3020.3120.1800.3310.6120.2240.3600.3920.5120.3150.6070.5390.6930.3640.3490.6220.2770.9150.5310.8050.5520.6690.0890.0650.4460.1100.4170.7050.0000.3690.6860.2740.3630.2690.5710.7950.0000.242
translate_(0, -0p1)0.7290.5790.4500.7770.7930.7630.8610.4950.6160.4000.7100.7030.7800.3340.5120.7280.6540.7350.5460.6410.8590.8650.9240.9030.1920.5730.0910.0740.7080.2060.2190.0960.0890.6420.1700.0000.4540.5520.4140.3230.5670.2420.3120.2940.1860.3920.7070.1760.5300.5880.5890.3140.7820.5240.6960.4010.3940.6250.3730.8360.5400.8180.6460.7260.1600.0790.5240.1250.6320.6870.0000.5400.6880.3460.5000.3280.2730.8120.0000.160
rotated_30.7260.5190.4420.7530.7490.7430.8610.5270.6090.3330.6940.6580.5910.4010.5040.7360.5680.6810.5430.6340.8650.7720.8990.8760.0980.5720.1230.1050.7090.0670.2170.1060.0830.6240.0000.0000.4650.5730.4920.3040.5240.2360.3240.3350.2070.3760.6490.2390.3070.4450.5470.3120.7550.5640.6760.4530.3660.6840.3080.8900.5370.8190.5820.7180.1770.1790.4910.1610.4010.7030.0000.4280.7050.3580.4440.3230.4440.8510.0000.209
rotated_50.7280.5730.4560.7760.7580.7580.9000.5400.6490.3220.7110.6600.6230.3860.5160.7460.6080.6870.5600.6900.8580.8060.8980.8530.0990.5560.1490.1170.7050.1280.3440.1700.0820.5760.0720.0000.4140.5510.4330.2830.6280.2500.4090.2300.1630.4020.7190.2080.4260.4580.5790.2880.5880.5370.6990.4540.3620.6860.3780.8780.5840.8070.5840.6950.1510.1140.5020.1670.6330.7190.0000.4940.9010.3130.4230.3310.2800.8080.0000.221
rotated_100.7390.6020.4410.7860.7590.7360.9040.5480.6690.3580.7720.6600.7710.3370.4740.7140.5910.7070.5590.6270.8610.8180.9010.8680.0880.5400.0680.2480.7600.1800.3560.2650.0870.6750.0000.0000.3750.5310.3930.2890.5610.2300.3510.2610.1840.3770.7210.2830.4120.4990.5950.2920.6680.6490.6540.4730.3850.7100.2960.8900.5760.8590.5570.7310.1000.0880.5210.1790.7090.8180.0000.5560.8600.3530.4870.3710.6250.8640.0000.205
rotated_450.7150.5240.4370.6600.6900.7621.0000.4341.0000.3480.9100.7390.5000.3510.3870.6890.5080.8010.6600.7320.9300.6490.9300.9000.1090.4610.3220.3630.6760.2980.3700.3100.0620.5590.3990.0000.2140.5850.4450.2540.5480.2390.4160.1360.1540.5210.7060.3230.5470.5480.5670.3110.6990.6130.6150.4320.4240.6790.2770.6890.6020.8660.6600.7590.3080.2110.6390.2870.4000.5290.0000.5800.9030.3640.4770.4210.1050.8560.0000.179
rotated_600.7490.5670.4630.6250.5830.9201.0000.4110.8890.1540.9090.8960.0000.3940.3680.6480.5420.8370.5450.6940.9560.6730.8980.9170.2350.4550.1380.2240.4300.3590.2910.1540.0620.4640.3930.0000.1850.5240.4010.1810.6430.1910.5000.1000.1310.4950.6930.2140.5000.5440.5420.3490.5150.6640.5290.5530.4080.6670.2790.8100.6520.8080.4850.6320.2730.3230.3900.3140.0000.2800.0000.7120.3570.2540.3830.2500.0000.6880.0000.226
rotated_900.7310.4660.1940.5260.5830.7460.7740.2930.0000.0120.7140.7500.0000.0660.2360.4710.3100.8570.5830.6840.8180.8300.8640.9100.0600.5910.0500.0000.3840.1680.1720.0000.0000.4090.2260.0000.1800.3130.1910.2230.1350.1240.2030.1270.1520.4840.5300.2880.4060.5380.5490.2820.5360.6320.5780.5290.2210.3330.2430.5680.6090.5930.2420.5781.0000.1260.4620.1720.0000.2500.0000.3230.2600.2360.3040.2000.2000.5000.0000.160
flipH0.7090.5140.4190.7360.8040.7510.8960.5180.6030.2590.7770.6450.7580.3780.5080.7000.6110.6680.5740.7150.8280.7700.8410.8840.1110.4960.1450.0700.5520.1370.1670.0990.1260.5540.2240.0810.3320.5640.3300.2990.4170.3030.2660.2790.2030.4000.6100.2010.4790.5260.4940.3800.3190.5420.6630.3030.4080.5500.3190.8290.5830.6890.6890.6480.0900.1720.4880.1980.5310.5970.0000.4210.7600.3780.3800.2460.7140.8330.0000.176
flipV0.7250.5750.4900.8390.6230.8190.6230.3610.2590.1220.7300.7170.3870.3340.2310.5240.3620.6621.0000.3281.0001.0000.8480.8860.1250.1910.0000.2450.4750.1610.4060.2360.0430.3970.0000.0000.1570.3650.2300.1500.1850.1740.3770.2980.1410.3050.5700.1870.3080.4120.5720.3160.5880.5680.6460.3910.4090.3160.1830.5560.7320.6640.3300.6090.3430.0000.4070.1520.4360.6380.0000.5240.4800.2760.3210.1680.2860.5890.0000.462
dropout0.6670.6970.4980.7400.8630.8750.9330.4840.5450.3060.7380.7330.6820.3090.2540.5730.6580.5370.4780.5360.8530.6320.9300.9030.0880.5170.1310.0380.4990.0000.3600.0000.0000.4780.0000.0000.3970.4120.2940.3750.6080.2090.8000.2890.2490.3580.3380.2960.8870.8270.3610.1940.6250.5290.2730.1000.2600.6480.2320.5890.5310.6300.5090.8930.2000.0000.7380.0410.4291.0000.0000.1790.7740.4270.2220.2330.5290.3180.0000.000
Precision for model e2e_faster_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6980.5070.4230.7340.7700.7450.8550.4910.5670.2800.7520.5840.6450.4720.5090.6580.6590.7320.7040.6370.8710.8160.8420.8550.1470.6440.1110.0290.6650.0990.2770.1640.0540.5900.2940.0820.3390.3050.3650.2950.3590.2780.3680.2280.2240.3710.6110.4180.5210.4000.5550.2950.4740.5350.6630.4760.3870.6210.4090.7760.4410.7040.5940.6500.0920.1370.4390.1430.3970.6000.0000.3950.7800.3320.3700.3350.5810.7120.0000.210
gaussianblur_10.7120.4250.4670.7870.7760.7360.8300.5920.6690.2540.7170.6340.4970.4480.4950.6830.5570.7370.5950.6460.8540.7890.9130.8570.1540.5220.1820.0340.6040.0710.2340.0970.0810.6390.2440.0000.3740.5590.3860.3720.5220.2690.3490.3480.1970.3920.5420.2230.3790.4950.5460.2660.6460.5800.7970.3600.3900.6960.3100.8890.4670.7540.5510.6790.0860.1040.5190.1380.5190.8080.0000.3780.6920.3920.4110.3420.4290.7410.0000.308
gaussianblur_100.6240.0000.3981.0001.0000.6920.5451.0000.0000.3330.5000.6670.5000.0000.2070.0650.0000.7930.0000.6001.0001.0000.0001.0000.0000.3080.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.0000.1400.0770.0430.0001.0000.0000.3330.3650.2001.0000.3870.2500.8400.3330.4640.3900.2100.2670.0001.0001.0000.2751.0000.3700.6900.1050.0000.0000.0000.5000.0000.0000.2000.0000.0001.0000.4000.0000.0000.0000.000
gaussianblur_200.4680.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.5001.0000.0000.0000.1250.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.2220.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7230.2960.3240.7200.6530.8060.6120.2470.2770.1270.3950.5230.1120.1770.5320.7370.4090.6270.3260.2800.7050.5150.9871.0000.0000.4660.0000.0000.4520.0000.0000.0000.0850.3070.0000.0000.0000.6130.4380.3100.5800.2200.6670.2410.0000.3850.7190.1720.4190.6130.3410.2670.6900.7380.2790.1090.2350.6800.2590.8000.5360.9140.4020.6940.5000.0000.3860.1520.4800.5440.0000.2370.3700.4560.5520.2100.0000.6000.0000.000
superpixels_0p50.6690.4230.2090.8000.5370.5950.4460.2010.0810.0330.2650.4210.1970.1350.4350.5000.2220.5710.0000.1430.8380.7001.0001.0000.0000.2900.0000.0000.4170.0000.0000.0000.0000.2030.0000.0000.0000.0000.0000.1220.0000.2910.0000.0000.0000.3640.5160.2730.0000.3640.3180.3650.0000.3860.3360.0620.1220.6920.0871.0000.3650.8890.2880.8570.0000.0000.3750.0000.3100.2710.0000.0000.3280.5140.5710.0830.0000.5800.0000.000
superpixels_0p850.5820.0000.0621.0000.1280.0000.7500.0000.0000.0070.1540.3960.0000.3330.2860.0000.0001.0000.0000.0000.0000.0001.0000.0000.0000.3280.0000.0000.0000.0000.0000.0000.0000.1620.0000.0000.0000.0000.0000.1670.0000.1430.0000.0000.0000.0000.0000.0000.0001.0000.2260.3080.0000.0000.0000.0650.4000.0000.2260.0000.0001.0000.2120.0000.0000.0000.0000.0000.0000.0000.0000.0000.3330.0000.0000.0000.0000.0000.0000.000
colorspace_250.7290.4370.4730.7530.7740.7370.8910.4930.6250.2670.6850.8080.6490.3590.5000.6630.6330.7240.4430.5260.8590.8470.8910.8890.1750.5550.1180.0360.5060.0530.2530.0810.0900.4830.0720.0000.3700.5420.4010.3020.5190.1960.3410.3520.2600.2960.4250.2230.6040.8200.3150.0001.0000.7340.6590.2940.3820.6730.3460.7390.5050.8000.6320.7320.1110.0730.5520.1080.5520.7650.0000.3600.8120.3650.4750.3450.5710.6930.0000.000
colorspace_500.7360.4320.4830.7350.7630.7480.8050.4870.6070.2440.7010.7990.6190.2740.4640.6650.5660.7050.5080.5010.8220.6470.9060.8590.2040.4600.0750.0410.5810.0560.2220.0000.0550.4960.0000.0000.3660.5450.2970.2750.5070.2080.4020.2980.1750.3460.7010.3560.4170.8820.3090.0000.0000.6290.5680.1810.3810.6980.3100.6910.5170.7860.6130.7200.0970.0780.5330.1240.5360.7740.0000.3710.7180.3990.4690.3210.5000.6480.0000.000
averageblur_5_110.7260.5040.4970.8390.8450.7410.7890.5780.6500.3110.7450.8330.5910.3570.4660.6110.4830.7300.5260.5630.7380.8030.9260.9270.0370.6080.3130.0450.6240.0920.3300.0000.0380.5610.0720.0000.4130.6380.3700.4410.5100.2820.4460.3000.0880.4020.5700.1600.3890.5530.4660.2380.6080.5560.8900.3500.3910.6810.4150.7710.4750.7530.5820.6660.1780.0580.4190.1260.4770.5570.0000.3580.6200.3920.4620.3460.3750.8410.0000.165
medianblur_10.6990.5450.4820.7800.7410.7840.7780.6070.5870.2140.8320.6340.8740.4010.3240.6460.3740.7010.5300.5470.7840.8140.9140.9270.0930.4760.0590.0440.5770.0420.2660.0000.0650.4880.0000.0000.4620.5720.4560.4060.5790.2570.3810.2460.1310.3940.4800.2100.5510.4580.5360.2840.6730.5650.6930.3780.3820.7470.3290.8130.4750.8240.5540.7810.1030.1060.6080.1220.6000.5640.0000.3550.7220.3600.5300.2960.4500.7810.0000.235
sharpen_00.7150.4280.4580.7590.7730.7480.8460.5000.5800.2680.7350.5830.6670.3890.4390.6430.5950.6900.4740.5550.8770.8090.8760.8040.1190.4320.1310.0230.4450.0880.2470.0000.0600.4440.0790.0000.3050.5310.3750.3140.5010.2590.3400.3570.1430.3690.5240.1770.2560.5880.5700.2930.7030.4930.5650.2110.3710.6590.3600.7940.5220.7970.5710.6980.1490.0460.5240.1040.6200.6020.0000.3340.8120.3280.4870.2700.5000.7830.0000.000
sharpen_10.7130.4700.4510.7200.7580.8090.8790.4930.5710.2770.7100.5960.6550.4420.4290.6240.6010.6750.4410.6130.8790.8540.8870.8120.1950.5080.1230.0230.4380.0800.2270.0000.0600.6500.0720.0000.3620.5370.3600.3530.5720.2480.3080.4020.0650.3840.4720.2690.3880.5830.6070.2620.6830.5650.6100.2670.3950.6150.4270.8250.5080.7930.5760.7450.1040.0000.5340.0950.7010.6030.0000.3770.7360.3440.4890.3200.5000.7650.0000.320
sharpen_20.7130.3860.4450.7150.7850.7740.8350.5350.6310.2840.7430.6270.6150.4200.4580.6590.6170.6450.4260.5020.8610.8640.8810.8040.1700.5060.1460.0170.4850.0930.2730.0000.0650.5140.0890.0000.3230.5250.3610.3370.5860.2560.3330.3080.2240.3660.5530.2380.3220.5390.5790.2380.4750.5260.6870.2470.3760.6260.3540.7810.5130.8390.5860.7790.1090.0460.5970.0990.6260.5300.0000.4550.7920.3460.4520.3210.5000.7180.0000.375
addintensity_-800.7190.5710.4310.7970.7400.8790.7480.4610.5530.2100.6330.7450.6430.4640.4440.5700.5120.6890.6060.5770.8720.6160.9040.9070.1390.5510.1720.0630.6520.0730.2900.0000.0620.5990.1400.0000.3700.4980.4720.2520.5980.2190.3930.2250.2210.4080.5860.2020.3290.3470.5430.4730.7230.5010.7360.3310.3650.7590.3290.8530.5460.7810.5320.6750.0980.1100.4860.1060.4170.6210.0000.3860.6900.3600.4330.3410.4290.7340.0000.250
addintensity_800.7150.5010.4270.7390.7300.7220.8660.5400.5860.3160.7220.6640.6500.3870.5180.7230.5860.7280.5940.5820.8460.7500.8930.7860.1860.4800.1070.0570.6030.0660.2350.0000.0570.5860.0770.0990.4230.4690.4450.3110.4880.2140.3350.2270.1680.3650.5810.2700.3950.6050.5470.2150.4390.5820.7570.2930.3960.6290.3260.7870.5140.8260.5950.7380.0930.0980.5120.1250.4940.8200.0000.3690.7770.3430.4580.3070.3910.7120.6670.166
elementrandomintensity_10.6400.5080.2790.7860.8040.7970.9750.3660.4630.2340.5250.7190.4500.2550.2630.5030.5110.5060.4320.4540.8710.6000.9510.8480.0000.3740.2990.0350.3470.0000.1520.0000.0000.6380.0000.0000.5170.3680.3820.2490.6440.2940.7500.1400.3120.3220.7950.1530.0000.5000.2920.0930.4920.4520.1300.0990.2900.8410.1830.7780.5320.7500.6390.7320.5000.0001.0000.0001.0000.7210.0000.4351.0000.2090.3150.3120.5000.4160.0000.000
multiplyintensity_0p250.7290.5210.4890.8290.8380.8980.8260.5520.6070.3220.8520.8260.6670.3910.4810.6140.6270.7190.6510.5900.8810.8540.9310.8660.1900.4950.0880.0420.6600.0860.2610.0000.0480.6390.1830.0000.3820.6010.4730.3580.5930.2480.4000.3750.2840.4080.6520.3810.3340.8000.5150.3070.6020.6000.7830.2030.3660.5970.4100.7260.6000.7440.5440.7660.1020.0490.5270.1380.4620.7540.0000.3980.7420.3730.4720.3830.4290.7240.0000.375
multiplyintensity_20.7140.5460.4150.7000.7570.7550.8390.5290.5170.2420.6710.5880.7430.3510.5110.6490.5800.6720.5880.5650.8190.7940.9090.8490.1850.4890.1550.1190.5830.0540.1740.0000.0320.5340.1660.0000.3440.5350.3820.2930.4790.2320.3320.3370.0990.3570.4410.2010.4580.4750.5260.2210.5920.4640.6670.3330.4070.6780.2860.7970.5150.7870.6030.7730.1190.0920.5080.1550.4410.6220.0000.3690.5660.3570.4490.2890.3870.6560.0000.300
contrastnormalization_00.7270.4910.4530.7790.7290.6860.8340.5060.6380.2810.6340.6490.6430.4240.5270.6290.5440.6670.6220.6030.8750.7930.8950.8620.2010.5110.0720.0740.6650.0700.2200.0980.0600.4950.0600.0000.3610.4940.4480.3050.5070.2190.3570.2330.1560.3650.5700.2920.3480.5030.5810.2400.7000.5130.7530.3600.3870.6530.3730.7880.4790.7360.6040.7480.0900.0690.5620.0750.5570.5950.0000.3650.6710.3670.4430.3280.3750.6620.0000.245
contrastnormalization_10.7180.4410.4340.8150.7240.6720.8560.5770.6240.2290.7570.6890.6390.3740.4990.6930.6200.6870.6050.6400.8600.7010.9090.8560.2430.5080.0960.0740.7040.0780.1690.1050.0920.5460.1480.0810.3180.5460.4070.3020.5080.2390.3470.3650.3460.3540.6380.1810.4550.4870.5820.2700.7010.6060.7100.3730.3860.7110.2800.7670.4870.7040.6410.7150.1010.0790.5750.1630.5830.7930.0000.3720.5730.3740.4230.2500.4390.7530.0000.261
contrastnormalization_20.7300.4700.4600.7590.7610.7080.8540.5160.5870.2960.6880.7140.5960.3990.4800.6500.6530.6700.6070.6150.8330.7470.8910.8520.2300.4960.1080.0350.6240.0760.2080.0000.0590.4730.2480.0000.3820.5260.4090.3290.5180.2410.3150.2370.2530.4050.5620.2340.2930.4430.5510.3120.6220.5220.6920.3410.3960.7050.3110.8010.4740.7640.6140.7210.1040.0470.5440.1800.7240.8350.0000.3990.6740.3610.4410.3160.4500.6800.0000.360
elastic_10.6690.0000.2751.0000.0000.6250.6970.4630.1120.3000.6370.6491.0000.4440.5000.4620.6840.2620.6920.6670.8690.4381.0000.8460.0000.4160.0000.0001.0000.0970.2500.0000.0000.3930.0000.0000.0000.2840.5710.8331.0000.3580.0000.3331.0000.5280.4640.0890.0000.5120.3370.2781.0000.6400.2070.1010.3351.0000.0930.5000.6250.7650.5530.9240.6670.0000.0000.3330.0000.0000.0000.4840.0000.0000.0000.2561.0000.6920.0000.000
scaled_1p250.7590.5010.4810.7470.8200.7920.8900.5750.6760.3560.7580.8860.7480.4260.5330.7640.6270.7940.6400.6680.8730.8360.9060.9590.2030.6060.1260.2380.7280.4370.3840.0000.1470.6590.3060.0000.4110.5730.4970.3450.6190.2920.3580.3510.2210.4060.7410.2850.5180.5210.6460.4130.7440.6390.7400.5110.4370.6220.3360.7790.5880.8230.7140.7390.2020.0740.5480.2330.4320.6800.0000.4930.7460.4750.5780.3210.4000.7950.0000.206
scaled_0p750.6190.3770.2230.6780.7030.6650.8240.4350.3610.0790.6220.6700.6400.3670.5370.5730.5770.7010.4870.5960.7860.7670.8300.7600.0540.4130.0560.0000.5120.0000.1810.0000.0000.5030.1170.0000.1960.3020.1290.1930.2770.1050.2210.1730.0320.1820.4930.2610.3470.2930.3570.3220.4570.4030.7910.3140.2640.6560.1920.7770.4540.5970.4810.6990.1180.0380.3500.0390.3400.6100.0000.2010.6970.2640.3190.2080.4710.6580.0000.240
scaled_0p50.4800.3100.1200.5540.5470.5940.7290.4810.1850.0650.4560.4180.3930.3200.2720.5410.4470.4930.4050.4480.6280.6520.6870.6750.0000.4740.0000.0000.3850.0000.0780.0000.0000.2910.0000.0000.0160.2100.0250.1130.1030.0370.0000.0000.0000.1810.4740.1920.2990.1060.2160.1020.3490.4110.6350.3240.1050.4730.1190.8290.4890.4020.2370.4430.0000.0000.0270.0800.5000.2690.0000.1750.5740.1520.1610.1060.5880.4770.0000.400
scaled_(1p25, 1p0)0.7480.5630.4120.7550.8480.8120.9260.5870.6170.2950.6680.7270.7780.3990.5340.7510.6110.8130.6040.6620.8790.8450.9030.9140.2020.6070.1440.1970.6500.2240.3000.0000.1030.5280.1690.0680.3920.5360.4350.3700.5810.2640.3290.3280.1920.3890.6700.2770.5040.4820.6060.4060.7610.4730.6940.5400.4260.6540.2940.7870.5210.7840.6690.7510.1410.0820.4460.1980.4190.6650.0000.4910.8110.4400.4770.2630.5000.7570.0000.353
scaled_(0p75, 1p0)0.6680.4370.2980.7190.7260.7640.8340.4620.5030.1550.6510.6940.6270.3700.5700.5830.4940.6380.5240.6120.8000.7910.8430.7280.0500.5480.0620.0580.4730.0000.1330.0000.0320.5320.0670.0000.2700.4350.2840.2430.4260.1780.2700.2210.0580.2920.5350.1580.3720.3340.4360.2680.5040.6170.8210.2910.2900.6600.3010.8410.4740.6170.5180.7470.1070.0520.4440.0780.4570.5880.0000.2550.7070.2980.3630.2620.5160.7680.0000.267
scaled_(1p0, 1p25)0.7350.5500.4830.8230.8270.7620.8380.5430.6340.4100.7660.7330.6690.5380.5090.7810.5790.6740.5800.5770.8490.8270.9050.8840.1240.6470.0900.0900.6690.2020.2710.0960.0900.6370.1680.0000.4130.5340.4400.2830.5310.2360.3240.2360.2800.3970.6800.2440.5040.5490.5550.3140.7300.6610.7190.4500.3970.6920.3190.8400.5660.7810.6390.7430.0940.0430.5600.1940.6690.7290.0000.5200.7510.3440.4880.3150.4410.7630.0000.207
scaled_(1p0, 0p75)0.6900.4910.3250.6970.7490.7920.8810.4920.4450.1560.6780.7160.5880.3920.4970.6630.6290.7510.5470.6200.8240.7950.8430.8170.0950.4300.0450.0370.5570.0570.1920.0000.0340.5280.1520.0000.2580.3810.3070.2680.4640.2050.4080.2070.1510.3040.5330.3120.4290.4560.4650.2380.7010.3850.6680.3530.3490.6230.2240.7330.4220.6680.5470.6860.0860.0740.4720.1010.3700.6520.0000.3340.6710.2760.3910.3330.3620.7430.0000.462
translate_(0p1, 0p1)0.6750.3510.2820.6800.7300.7130.8920.4740.4610.1140.6830.6890.6630.3680.5200.5760.5350.6980.5560.6180.8340.7300.8560.8480.0360.4550.0680.0350.5550.0000.1690.0000.0400.4950.1660.0000.3050.3940.2970.1940.3270.1380.3180.2210.0870.3470.5280.2680.3550.3170.4250.2500.5810.5220.7790.3250.2930.7370.1680.8510.4580.6720.5730.6700.0850.0500.3550.0670.5150.6170.0000.2940.7400.3110.3360.3750.6670.7100.0000.286
translate_(0p1, -0p1)0.7210.4570.4000.7570.8400.7370.9170.5290.5940.2900.7450.7630.6120.4540.4910.6220.5940.7130.6110.6460.8420.7920.9100.8630.0990.6790.0690.0690.5850.1620.2150.1040.0350.5940.1220.0000.3510.5310.3530.3040.4230.1940.4080.2440.1830.4090.6680.1140.5300.4930.5800.2920.5560.5600.7390.3680.3640.7410.3570.7900.5310.6990.6420.6830.0860.0920.4360.1500.4310.6250.0000.3790.7770.3060.4550.4080.5000.7370.0000.273
translate_(-0p1, 0p1)0.7230.3940.3400.7650.7570.8330.8260.5540.5980.1730.7000.8640.5790.3640.5500.7090.6060.7330.6360.6390.8470.8600.8870.8690.1270.4270.1470.1890.6600.1390.2480.0000.0940.6040.1140.0000.3740.5600.3560.2990.5400.2340.2640.3120.4000.3530.6210.2710.4430.4500.5290.3250.7200.5360.7330.4430.3730.6150.2680.8160.5260.7560.5770.6780.0820.0760.5200.1590.4940.6800.0000.4300.7850.3820.4270.2940.5710.7540.0000.375
translate_(-0p1, -0p1)0.7490.5410.4580.7880.8610.8220.8780.5740.6040.3760.7160.8160.7500.4970.5510.7810.6890.7550.6270.6890.8740.8530.9270.8630.1230.6790.1600.2590.6880.4040.2770.1820.1500.6020.1960.0650.3900.6030.5400.3390.5460.2630.2680.2520.3570.3820.6780.2670.5670.5770.6330.4620.7220.6470.6980.4600.4700.6550.3660.8480.5780.8050.6780.7470.2190.0180.5190.2470.3960.6030.0000.5190.7530.3980.5910.3780.4000.7730.0000.462
translate_(0p1, 0)0.6950.4310.3020.7560.7650.7590.8920.4580.5120.1640.7360.6510.6610.3610.4750.6080.5840.7340.5680.6550.8380.7930.9090.8550.1030.5570.1150.0740.5380.0720.1840.0000.0350.5590.1190.0000.3010.4420.3490.2380.4230.2260.4350.2520.1340.3500.5560.2400.4130.3400.5000.2360.6050.5350.7410.3700.3280.7460.2800.8160.4670.6040.5510.7340.1010.0440.4510.1110.4410.6610.0000.3490.7070.3230.4030.3790.6670.6990.0000.353
translate_(-0p1, 0)0.7400.4990.3920.7830.7940.7750.9330.5120.6010.2580.6360.6800.6990.4520.5470.7540.6170.7620.6210.6660.8790.8720.8960.8690.2030.5440.1550.2490.6640.2550.2020.0000.0920.5780.2450.0000.3970.5280.4760.3470.5570.2870.3180.3370.3290.4370.7070.2780.4560.4890.5830.3410.6640.5850.8320.4350.4270.7230.3350.8060.5730.7920.6430.7610.1310.0420.5390.1920.5100.6530.0000.4680.7390.4330.4930.3100.4000.7350.0000.231
translate_(0, 0p1)0.7000.4530.3570.7500.7360.7290.8630.4760.5530.1440.7720.7020.6050.3250.5350.6840.6150.7280.5970.5970.8050.7980.9000.8190.1220.4150.0720.0380.5770.0720.2110.0000.0660.5810.1700.0000.3120.4520.3530.2810.4610.2230.3240.3370.0710.3440.5160.2210.4990.4060.5290.3070.6760.5680.8170.3820.3510.6170.2480.8840.4540.7650.5490.6240.0850.1060.5370.1040.5740.7250.0000.3610.6860.3490.3770.3610.6000.7430.0000.375
translate_(0, -0p1)0.7340.6020.4770.8140.8450.7530.8350.5870.6150.3950.7660.7160.7170.4410.5880.7150.6540.7200.5990.5840.8500.8380.9190.8780.1160.6190.0590.1040.6660.2120.2160.0890.0930.6500.1790.0000.4230.5460.4560.3290.4870.2560.3310.2730.2340.4180.6500.2340.5540.5580.5850.3210.6970.6230.7200.4420.4050.6480.3760.7820.5210.8060.6290.7210.0790.0720.5380.1970.5500.6660.0000.4380.7410.3460.4970.4020.3330.8030.0000.400
rotated_30.7310.4530.4480.7580.7550.7610.8620.5390.6440.2880.8060.6350.4630.4680.5290.7250.5620.7750.5540.6300.8280.8640.9110.8470.1250.5540.1410.1170.6520.1320.2410.1030.1100.6030.1790.0000.4190.4990.4940.3100.5760.2930.3270.3260.2240.4090.6110.3090.4540.4650.5670.3270.6310.5930.7520.4760.3870.6910.3820.8430.5460.7770.5820.7790.1300.1120.6020.0980.4840.7760.0000.4470.7470.3750.4400.3410.5710.7820.0000.267
rotated_50.7290.5430.4760.7620.7630.8050.8540.5680.6450.3490.8140.6640.4930.4530.5450.7430.5790.7430.5560.6790.8360.8750.8940.8430.1020.5460.1750.1520.6020.1330.2300.1000.0820.6380.1340.0000.3650.5150.4950.3350.5920.2840.3490.3690.2200.3580.6760.2690.4490.4620.6080.3120.5850.6040.7750.4570.4120.6770.3900.8460.5320.7550.6090.7480.1250.2000.5770.1310.6240.7470.0000.4320.8580.3710.5080.3330.4290.7870.0000.250
rotated_100.7470.6290.4580.7570.7870.8070.8920.5720.6880.3800.8140.7720.7670.5140.5080.7450.6160.7430.5900.6870.8890.8600.8850.8710.1490.5930.1460.2390.6300.1900.3250.2370.1190.6360.2280.0000.3540.5810.3900.3100.6010.2400.3390.3540.2180.4280.6930.3090.4630.5450.5890.3200.6520.6300.7480.5210.3970.7080.3230.7940.5620.7410.5840.7050.1800.1710.5890.1980.6350.7320.0000.4970.7910.3400.4690.4200.4710.8500.0000.250
rotated_450.7370.5820.5100.6960.6940.7860.9530.3850.6360.2790.9250.8000.5450.1470.3030.6810.4490.7500.6530.6440.9470.7900.9270.9150.3220.4310.3900.3380.5280.3020.3500.2490.0380.5120.4190.0710.2550.5290.4430.2600.7620.2170.5240.1120.2810.4910.6020.1940.5420.5790.6480.3490.5190.5880.7580.5250.4100.6850.3110.6770.5610.8430.6080.6790.2840.1650.5210.1780.5000.6000.0000.4900.8090.3970.4340.5450.1530.8380.0000.100
rotated_600.7340.6180.5710.6430.6150.7640.8710.3790.5710.0580.7370.9290.0000.1590.2950.6200.4740.8760.8450.7690.9080.7500.8990.8950.2050.3610.1870.4760.5970.2540.2730.1750.0000.3910.2970.0000.1580.5000.3150.2290.5020.2220.4500.1390.1420.6090.6030.1690.5770.6690.5670.3940.5350.6300.5810.5320.4380.3510.3820.5850.5840.8390.4440.6500.3240.3410.5260.2920.0000.4290.0000.4290.3880.2590.4080.4920.0640.6300.0000.144
rotated_900.7360.4290.3790.5140.4170.7610.6320.1790.4000.0000.7710.7300.2500.1250.2560.4990.2710.8360.8750.7060.8720.9000.8740.9130.1130.5410.1170.0000.4840.1840.3580.0000.0000.4250.0930.0000.2470.3540.2390.1480.2730.0820.4360.1270.1390.5200.5320.1880.2910.5520.5810.3390.5540.6380.6320.5850.2270.4000.3160.4180.7110.6220.3250.5420.2000.1230.5220.1210.0000.1670.0000.4290.2090.2380.3230.0000.3330.5270.0000.197
flipH0.7170.5150.4350.7490.7980.8030.8950.5180.5120.2920.8430.6860.6960.4570.5160.6900.6040.6970.6870.6940.8270.8150.8550.8520.0750.5130.1730.0690.5240.1790.1990.1010.1350.5100.4060.0850.2800.4810.3030.3400.3810.3330.3090.2940.2070.4290.6490.2220.5170.4800.5360.3510.5170.5420.7640.3930.4140.6220.3140.8760.5320.6750.6580.7300.0520.1840.5200.2190.6350.6200.0000.4020.8260.3710.4750.2970.7140.8270.0000.200
flipV0.7540.6650.3950.7380.5850.8320.5860.5150.1740.1170.8530.6600.5000.5200.2140.4870.3750.7320.6670.3480.9840.5380.8020.8240.1750.2800.1230.4180.6620.1960.2830.2000.0830.3730.0000.0630.2200.3860.2850.1630.2190.1850.3740.1720.1580.3390.6230.2770.4580.4740.5440.3200.4110.6510.5060.4380.4670.2220.1780.6950.5700.6490.3430.8260.3850.1180.4640.1570.3780.4610.0000.2800.5060.3110.3350.1960.2500.6280.0000.286
dropout0.6910.6810.4630.7260.3600.8720.8500.4180.6140.2830.6400.8000.7270.3650.3940.6950.5370.5770.6280.4040.9290.5930.9200.8820.0000.3230.0760.0280.5460.0000.2700.0000.0000.5660.0000.0000.4000.4420.4860.3260.3810.2440.5220.2050.2440.3780.2500.2970.1860.6490.3980.2380.6390.4410.2820.1710.3500.6390.2820.6720.5820.6800.6390.8720.2260.0000.6150.0000.6670.7360.0000.3511.0000.4590.2760.1880.6250.3060.0000.000
Precision for model e2e_faster_rcnn_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6890.5360.4080.7350.7680.7770.8760.4840.5270.2810.7040.5720.6230.4040.4770.6820.6560.7270.7480.6690.8660.8470.8480.8340.1310.6540.1030.0430.6610.1020.2590.1820.0670.6190.3000.0600.3590.3040.3270.2860.4020.3120.3590.2380.2140.3580.5820.4110.4580.4470.4870.2760.4720.5310.5890.4210.3710.5680.4200.7130.4190.7260.6040.6280.0830.1530.4430.1360.4090.6140.3220.4200.7220.2970.3640.3030.4860.6880.0000.180
gaussianblur_10.7160.5110.4640.7530.7440.8120.8920.5180.5780.2680.7260.6650.5840.3820.4490.6920.5130.7300.5740.5770.8040.8360.9190.8590.1980.5360.1550.0470.6000.0790.1980.0000.0970.5880.1760.0000.3670.4820.3980.3240.5530.2750.3530.3470.2170.3860.5620.2580.3090.5200.5300.2930.6470.5200.6470.3870.3750.6220.3250.7900.3890.7900.5670.6960.1120.1650.4810.1420.4650.7210.0000.3800.6740.3750.4110.3060.2580.7520.0000.251
gaussianblur_100.5550.0000.3991.0000.0000.6470.6670.3330.0000.5560.0001.0000.6670.2350.1560.2290.2501.0000.0001.0000.6961.0000.0001.0000.0000.2970.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0510.0000.0260.0000.0000.0000.3010.6150.0680.0000.3020.0000.4041.0000.5510.2470.1040.0930.0000.3531.0000.4791.0000.2230.4410.0000.0000.0000.5000.5000.0000.0000.0000.0001.0001.0000.0000.0000.0000.0000.000
gaussianblur_200.4310.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.4291.0000.0000.0000.2670.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0870.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7170.3190.4060.7650.7510.7420.7470.2320.1780.1100.5010.5850.6910.2490.5190.6230.4350.8470.6150.5250.7650.7620.9161.0000.0000.3780.2530.0000.4710.1670.0000.0000.0000.2540.0000.0000.3430.4900.4020.2140.6290.2780.8020.1980.2700.4450.7160.3520.4760.6070.3740.2830.6190.4280.3320.1350.2810.7400.2160.7280.4110.7960.3240.5790.5000.0830.3950.0740.3300.5770.0000.2790.3990.3910.4800.2410.0000.7960.0000.000
superpixels_0p50.6270.5060.3380.9360.5840.8130.5070.1770.0660.0180.3230.3520.5450.2280.3570.5090.3090.0000.0000.2860.6110.6000.7780.8000.0000.2150.0000.2450.3320.0000.0000.0000.0000.1420.0000.0000.0000.0000.3530.0990.2950.2900.0000.0000.0000.1370.6300.3110.0000.6740.3070.3830.8000.5000.3970.0710.1900.9130.1140.7780.5720.7370.2000.2110.0000.0000.3960.0000.3240.2310.0000.0900.4620.4280.4470.0620.0000.4860.0000.000
superpixels_0p850.5830.0000.1640.0000.4290.0000.4390.1450.0000.0030.1300.2190.0000.1150.0930.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.1530.0000.0000.0000.0000.0000.0000.0000.1980.0000.0000.0000.0001.0000.0610.0000.3330.0000.0000.0000.0000.0000.0000.0001.0000.2260.0000.0000.0000.2670.1280.1070.0000.1630.0000.0001.0000.1290.0000.0000.0000.5000.0000.2220.0000.0000.0001.0000.3330.1110.0000.0000.3000.0000.000
colorspace_250.7270.4560.4800.7420.7750.7920.8860.4690.5840.2360.7400.7860.6580.3470.4320.6590.6340.7700.5800.6480.8230.7840.9150.8570.1620.4740.0650.0000.5530.0550.2140.0000.0620.4380.1140.0000.4010.5100.4300.2910.5490.2200.3670.3020.3240.3170.4840.1780.5150.6910.3250.0001.0000.5210.6580.2530.3720.6620.2830.7840.4610.6890.6300.7290.1040.1340.4870.1000.4510.7000.0000.3720.7360.3420.4550.2780.5000.7290.0000.142
colorspace_500.7370.4510.4610.7740.7440.7960.8630.4860.5730.2610.7020.7300.6480.2850.4720.6950.6120.6900.5700.6660.8190.6720.9140.8480.1710.4500.0450.0000.4820.0500.2070.0000.1030.4870.0850.0000.3870.4520.4080.2810.5560.2180.3380.2720.3080.3610.6580.2400.6250.8170.2980.0000.0000.4990.7470.1980.3800.6930.2580.7370.4470.7080.6080.7420.0910.0880.4730.1250.6600.7290.0000.3780.7780.3640.4450.2960.6150.7260.0000.161
averageblur_5_110.7240.4560.4620.8070.8260.7320.8030.5200.6440.2890.6620.7270.6110.3550.5700.6010.5270.7700.6140.6220.7870.7300.9020.8560.1220.6450.1470.0360.5670.0940.2670.0000.0380.5890.0000.0000.3630.6130.3450.3790.6650.3170.3970.2750.2840.3590.6550.1790.3030.5170.4760.3390.6420.4760.6770.3040.3510.6960.3570.7260.4340.8040.5130.5990.2690.0810.4210.1390.4420.6780.0000.3230.6700.3330.4560.3470.2670.8420.0000.290
medianblur_10.6940.6570.4480.7720.8090.7640.7180.5430.5880.2490.7160.6490.8580.4240.3010.6730.4460.7020.7000.4910.7620.7290.9550.8780.1600.5020.1230.0670.5320.0320.2070.0000.0500.3780.0000.0000.3770.4800.3880.3610.5890.2440.4540.2500.2340.3640.4970.3190.4720.6100.5000.2870.5720.4540.5620.3030.3590.7240.3970.6570.4350.7330.4730.7260.1650.1080.4560.0770.4660.5790.0000.3530.6380.2970.5680.2660.3330.7100.0000.188
sharpen_00.7130.3940.4400.7440.7820.8010.7920.4800.5190.3050.7210.6550.7360.3090.4050.6880.6130.7470.5540.6690.8080.8080.8890.7960.1600.4810.0980.0510.5080.0600.2360.0000.0610.5370.1760.0000.3920.4580.3860.3360.5430.2580.3330.3770.2020.3980.5380.1560.1650.5280.5170.3130.7460.5210.6090.2090.3650.5680.3770.8480.4630.8200.6160.7990.1270.1110.4490.1290.5360.6710.0000.3420.5870.3050.4370.2720.3530.7220.0000.000
sharpen_10.7120.4770.4330.7770.8560.7560.8280.4430.5260.2940.6660.6780.6770.3650.4630.6690.5950.6700.5740.6810.8110.8750.8870.8150.1740.4990.1070.0000.4990.0760.2130.0000.0790.6430.2080.0000.4080.5110.4390.3420.5460.2900.3010.3580.2070.3860.5540.2190.3830.4930.5400.2460.7210.4860.6370.2920.3840.6160.3630.7680.4650.7850.5900.7490.1690.2190.4320.0920.6870.7380.0000.3740.6440.3180.4510.2850.3270.7570.0000.194
sharpen_20.7050.3710.4360.7290.8020.7990.7900.4450.5830.2960.6780.6470.7020.3600.4820.6950.5870.7140.5500.6240.8080.8090.8820.8040.1490.5100.0890.0350.5280.0750.2770.0000.0640.5340.0900.0000.3430.4520.3580.3450.6020.2920.3290.2460.3100.3830.5230.3260.3220.5460.5100.2560.6530.5110.6790.2420.3630.6340.3230.7700.4550.8280.6330.8180.1240.1520.5280.1160.5340.7170.0000.3850.6270.3040.4260.2700.4210.7070.0000.370
addintensity_-800.7000.4820.4090.7950.7570.8190.8220.4820.4750.2870.6350.6820.5290.3550.4830.6190.5770.6470.6600.6290.8700.7160.9240.8680.1890.5710.1250.0260.6390.0810.1710.0000.0970.5670.0640.0000.3430.5010.4150.2540.5910.1900.3000.2150.2160.3870.5330.1910.2760.4900.5100.3600.5500.4980.6670.3430.3830.7190.3020.7980.4530.7580.5080.6790.0860.0770.4080.0990.3890.6200.0000.3280.6010.2890.4150.2360.3550.8090.0000.217
addintensity_800.7170.5110.4420.7850.7610.7670.8250.4720.5530.3190.7090.6250.6910.3620.5030.6910.5510.7290.6450.6180.7750.8210.9130.8360.1490.4810.1230.0930.5700.0610.1750.0000.1160.5360.0720.0690.4100.4930.4660.3210.5370.2530.3530.2340.2800.3630.5660.2680.4100.5840.5490.2730.4100.5070.6260.3500.3830.4990.3240.7660.4030.7680.6160.7640.1430.1370.4740.1390.3910.7670.0000.3420.6940.3410.4440.2900.3370.7800.0000.062
elementrandomintensity_10.6020.4970.3800.8640.9130.7900.9890.3880.3920.1990.4540.6870.3370.2220.3840.5860.5180.5590.4880.5920.9200.7500.9370.8060.1080.3600.1290.0290.4870.0430.1860.0000.0000.6870.0000.0000.4140.3590.4090.2440.6060.2570.6380.1870.2780.3550.4940.0310.0000.4610.2960.0990.8020.3940.1780.1160.2760.7580.2000.7300.4890.5940.5100.8320.0000.0000.5660.0001.0000.8630.0000.2360.7500.4700.3720.2880.2500.4920.0000.000
multiplyintensity_0p250.7360.4910.4980.8660.8130.8170.8980.5730.6000.2790.7700.7750.7740.3610.5280.5740.6210.6270.6180.6320.8410.8870.9190.8700.1510.5940.1530.0550.5940.0790.2180.0000.0490.5770.1200.0000.3590.5250.4190.3230.6720.2650.5190.3020.2750.4270.6410.2440.2940.6160.5510.3300.7300.5240.6420.2800.3820.6130.2970.6200.5430.6400.4890.7440.1050.0900.4920.1910.4200.7350.0000.3440.6590.3510.4540.2960.2730.6970.0000.339
multiplyintensity_20.7020.5560.4360.7730.7380.7900.8100.5310.5540.2680.6870.6060.6850.3180.4780.6740.5790.6760.5970.6290.7910.8020.9290.8380.1710.4550.1370.0300.6190.0690.1620.0000.0740.5480.0790.0000.3920.4210.4570.2650.5300.2390.4100.2780.2330.3480.4820.2020.4270.4700.5460.2840.5310.4690.5490.2830.3740.5480.3240.7610.4490.8160.6260.7660.1840.1330.4880.1380.3980.6260.0000.3680.7300.3090.4580.3130.2330.7630.0000.324
contrastnormalization_00.7240.4510.4690.7530.8420.7540.8380.4780.5800.3040.6360.6400.6370.3520.4910.7280.6530.6710.5860.6700.8320.7900.9070.8910.1730.5100.1510.0900.6170.0620.2120.0000.0590.5230.1630.0000.4410.4700.4060.3180.5040.2210.3160.2260.2830.3810.6130.2180.2190.5320.5200.2800.6480.5440.6580.3980.3770.6740.3320.8440.4270.7630.5890.7220.0950.1710.4890.1080.5540.6610.0000.3740.6300.3590.4530.2550.5540.8130.0000.160
contrastnormalization_10.7180.4680.4360.7740.7830.7370.8260.5410.5310.2680.6830.6850.6670.3270.4970.7100.6220.7370.6010.6180.8310.6780.9240.8310.2170.5130.0870.0600.6160.0640.1800.0000.0830.5260.3220.0000.3900.4930.4260.3050.5970.2320.3000.3030.2260.3760.5740.2740.3360.5700.5000.2830.7210.5120.5890.3510.3850.6420.3060.7550.4280.7470.6560.7330.0000.1060.4850.1570.5030.7200.0000.3700.5960.3430.4810.2610.4110.8090.0000.149
contrastnormalization_20.7210.4780.4520.8170.7610.7740.8710.5070.5280.3010.7180.7390.6200.3330.4830.7190.6070.6930.5870.6350.8620.7560.9170.8160.1970.4680.1950.0920.6160.0720.2000.0000.0840.5650.2000.0000.3990.4940.4390.2710.5420.2360.2920.2670.2860.3540.5190.2070.2400.5620.5130.3020.5120.5060.6410.3190.4000.6100.3080.7800.4140.7780.6280.7410.1580.1440.5100.1250.6590.8180.0000.3760.5870.3120.4600.2640.4100.8030.0000.195
elastic_10.5460.0000.2690.0000.0000.5631.0000.5960.1760.2070.2820.7190.5500.1811.0000.4910.3040.3860.6150.3640.5150.3880.7780.9000.0000.3490.0000.0000.0000.0500.1430.0000.0000.3410.0000.0000.0000.1790.5000.6081.0000.3900.0000.0001.0000.4230.7140.1600.0000.4430.2630.2721.0000.6270.2270.1000.2801.0000.1080.5000.5940.7210.5511.0000.0001.0000.0000.0000.0000.0000.0000.2860.0000.0000.0000.5710.0000.5840.0000.000
scaled_1p250.7520.5060.4810.7530.8020.8370.9290.5480.5700.3790.6820.8310.7260.3650.5920.7840.6720.7680.6530.6530.8820.7750.9350.9580.1850.6170.1330.2500.7430.4010.3500.0860.1880.6010.3600.0000.4480.5610.4740.3280.5390.3040.3420.3790.2290.3380.7270.2480.4420.5340.5950.4580.5520.6350.5870.5490.3550.5640.3490.6670.5050.7750.6960.7030.2020.0190.4760.2010.4230.6400.0000.5320.6500.4340.5800.2100.2690.8390.0000.143
scaled_0p750.6100.4400.2170.6800.7370.7250.9240.4650.4090.1290.6020.6390.5330.2960.5020.6050.5740.6690.4490.5760.7690.8110.8340.8100.0350.4880.0350.0000.5150.0000.1820.0000.0000.5360.0000.0000.2570.3250.0710.1620.2290.0920.1470.1810.0430.2140.5600.1610.3760.2780.3470.3070.4600.4500.6100.3170.2460.6210.1980.7090.3790.5750.4520.6570.0900.0620.2920.0320.1990.5410.0000.1610.6990.2290.3260.1300.5710.7100.0000.149
scaled_0p50.4840.3480.1380.6020.5570.5710.7830.4390.2090.0530.4660.3960.5610.2820.3310.5660.4150.5530.3950.4760.6250.6400.6840.6870.0270.3690.0000.0000.4440.0000.0680.0000.0000.2880.0000.0000.0180.2520.0230.1280.1150.0430.0930.0000.0940.1510.4670.1840.2840.1430.1640.0920.3260.3690.3700.3420.1230.3920.1320.7000.4220.3960.2580.4770.0000.0530.0380.0850.3820.3860.0000.1180.6210.1240.2160.2390.7500.5190.0000.353
scaled_(1p25, 1p0)0.7500.5930.4230.7260.8210.8140.8850.5340.5730.3200.7080.6440.6000.3540.5140.7920.6040.7720.6310.7070.9010.8630.9040.9460.2410.5580.1780.1990.6440.2000.2530.0820.1180.5490.2140.0000.4340.4910.4060.3420.6700.2730.3330.3740.3020.3990.6790.2230.5060.5070.6110.3530.6620.4700.6810.4790.3620.6050.3120.7070.4360.7980.6540.7330.1880.1620.4370.1350.4510.6980.0000.4540.6950.4240.4620.2660.2270.7720.0000.156
scaled_(0p75, 1p0)0.6600.5070.2750.6920.7760.7220.8710.4820.5090.1440.6850.6520.7270.3710.5250.6770.5390.6920.5060.6590.7720.7840.8860.7960.0590.5090.0740.0870.5480.0000.1870.0000.0660.5140.1370.0000.3020.4530.3020.2260.4530.1550.2690.1890.1060.3150.5070.3020.3080.3540.4520.3050.6350.5440.6270.3270.2670.6160.2640.7710.3960.6380.5520.6920.1040.0690.3930.0750.5560.6120.0000.2630.6520.2210.3270.2450.5000.7460.0000.203
scaled_(1p0, 1p25)0.7270.5290.4800.7680.8230.8150.8800.5350.6410.4070.6930.6990.7360.4210.5150.7770.6360.6910.6060.6700.8320.8000.9280.8820.1970.5860.1490.1200.7100.1810.2640.0860.1060.6370.2530.0000.4080.5540.3900.2870.5370.2350.2760.3250.2570.3910.6810.2980.4600.4730.5820.3410.5530.5910.5950.3910.3500.5550.3660.7290.5420.7370.6560.7110.0740.1220.5100.1880.7260.7190.0000.4750.7160.3510.5190.2620.2110.8470.0000.240
scaled_(1p0, 0p75)0.6850.5110.3470.7200.7020.7850.8580.5690.4820.1870.6900.6220.5770.3590.4650.6630.6690.7640.5590.6700.8250.8530.8310.8150.1240.4180.0770.0330.6060.0740.1650.0000.0670.5410.0730.0580.2930.3900.2870.2530.4400.1860.2880.1960.1830.2730.4980.2000.3090.4780.4300.2910.5340.4260.5140.4020.3390.5580.3300.6860.3880.6990.5270.6610.0970.0870.4460.0870.2100.6900.0000.3390.6810.2820.3780.2740.4440.7030.0000.182
translate_(0p1, 0p1)0.6680.3160.2800.6930.7440.7760.8990.4650.5040.1320.7710.6760.5970.2920.4870.6080.6130.6880.5310.6150.8190.7880.8800.8720.0210.4890.0290.0650.5750.0650.1740.0000.0860.5750.1160.0000.2950.3970.2730.1790.2910.1330.2860.2440.0830.3200.5160.2550.3950.3190.3920.3100.6140.5180.6420.3280.2730.6280.2160.7380.4400.6640.5070.6320.0900.0620.4170.0330.4720.6340.0000.2590.6830.2960.3120.2050.3850.7060.0000.214
translate_(0p1, -0p1)0.7080.4930.3990.7200.8530.7890.9010.4900.6240.3270.7600.7090.6110.3810.4950.6890.6480.6350.5890.6590.8630.8000.9160.8980.1410.6610.0960.0980.5890.1270.2020.0880.0670.5970.2200.0000.3880.5240.3430.2610.4130.2040.3620.2120.2510.3720.5880.1760.4570.4440.5470.3080.6130.6080.6720.3450.3000.5680.3650.7330.4160.6600.5940.7000.0950.0940.3870.1380.5450.6870.0000.4060.5980.3640.3930.3280.3080.7930.0000.259
translate_(-0p1, 0p1)0.7160.4840.3530.7950.8010.8040.9170.5360.5800.1730.7090.7370.6350.3240.5200.7320.5930.7640.6070.6680.8440.9240.8850.8630.1380.5080.1460.2130.7200.1160.2060.0000.1290.6250.0680.0000.3840.5020.4080.3150.5390.1970.2200.3130.2900.3120.5650.2700.3610.4430.5050.3300.7170.5390.6980.4770.3590.5940.3020.8020.4330.7890.5330.6740.1550.1100.3950.1260.4880.6010.0000.3560.7760.4130.3860.1850.3090.7700.0000.195
translate_(-0p1, -0p1)0.7510.4800.4440.7850.8410.8270.9190.5700.6170.4350.7030.8270.8370.4170.5720.8410.7100.7610.6190.7090.8840.9210.9320.8980.2030.6080.1830.2310.7160.4090.2750.1660.1610.6640.2910.0650.4020.5550.4590.3200.5540.2770.2700.3510.3510.4240.7070.2900.5220.5270.6100.4150.7630.6240.6530.5390.4080.6450.3740.8040.4520.7780.6890.7210.1280.0670.5270.1670.5490.7090.0000.4860.7210.4120.5540.2410.2630.7820.0000.155
translate_(0p1, 0)0.6870.4620.3260.7440.7690.7800.8860.4690.5560.1990.7260.6520.5850.3530.4880.6510.5820.7350.5440.6370.8530.8270.9070.8580.0780.5360.0810.0650.5420.0680.2080.0000.0770.5790.1120.0000.3380.4290.3270.2160.4660.1950.3860.2600.2340.3280.5510.1860.4310.3660.4350.2820.6040.5360.7150.3030.2930.6080.2940.7220.3840.6730.5720.6930.0790.1030.3750.0860.4670.6700.0000.3600.6390.3240.3850.2300.1870.7430.0000.233
translate_(-0p1, 0)0.7310.5630.3740.8080.8400.7930.8810.5230.5800.3160.7090.6800.6410.3590.5450.8010.6330.8170.6080.7390.8460.9130.9280.8930.2010.5350.1690.2060.7110.2330.2030.0810.0800.6030.2350.0000.4450.5450.4480.3800.5940.2690.3070.3400.2690.3740.6690.3200.5170.5200.5670.3510.7050.5350.7510.4760.3860.6310.3180.8000.4290.8040.6200.7490.1300.1100.4170.1560.4260.7560.0000.4500.7090.3890.4860.1960.2340.7600.0000.187
translate_(0, 0p1)0.6930.4270.3550.7700.7720.7830.8360.5030.5560.1530.7590.6050.6620.3230.4800.6980.5760.7150.6160.6310.8240.8630.9050.8290.1300.4240.0770.0620.6060.0670.1780.0000.1020.5760.1270.0630.3360.5040.3610.2350.4380.2210.2760.2720.1850.3400.5040.1940.3870.4400.5010.2730.5940.5280.6980.3970.3410.5870.3080.7500.4460.7300.5300.6930.1590.1640.4660.0990.4360.6640.0000.3410.6110.3270.3510.3310.3450.7610.0000.203
translate_(0, -0p1)0.7260.5480.4730.7780.8370.8100.8560.5480.6230.4150.7240.7260.6590.4400.5500.7650.6570.6940.5850.6760.8450.8650.9170.8890.1890.5790.1460.0890.6460.1840.2140.0870.1120.6510.2140.0530.4160.5560.4060.3020.4910.2490.2860.3300.4220.3510.6460.2120.4370.5760.6030.3080.7340.5950.6160.4860.4110.5850.3830.7960.4400.7420.6100.7170.0790.1000.5170.2250.5950.6460.0000.4400.6440.3350.5000.3520.3570.7600.0000.215
rotated_30.7240.5840.4570.7930.7790.8310.8890.5340.6240.2870.7510.6750.6520.3890.5600.7400.6200.7520.5880.6460.8680.7840.9080.8920.1710.5390.1920.1380.6820.0680.2680.0940.1140.6500.1590.0000.4290.5320.4200.2950.5310.2840.3280.3420.2310.3890.5920.2690.3750.4410.5590.3250.6420.5560.6420.4870.3790.6050.3400.7440.4490.7510.6050.7460.1790.1940.4720.1190.5060.6700.0000.3610.6680.3280.4430.2290.2780.7900.0000.174
rotated_50.7200.6140.4510.7820.8440.7020.8500.5220.6770.3690.7520.6850.6460.3780.5360.7340.6130.7290.5910.6540.8100.8040.9080.8980.1570.5320.1690.1320.6480.1420.3090.2590.1030.6600.1990.0000.3790.5120.4460.3130.5870.2720.3030.3470.2660.3760.6410.2750.3310.5400.5500.3420.5860.5790.6590.4850.3800.5570.3840.7600.4900.7300.5650.7480.1720.1750.5250.1620.6400.7950.0000.3710.7410.3380.4430.2970.4100.7740.0000.209
rotated_100.7320.6140.4430.7680.8010.7780.8780.5540.6340.4080.7310.6440.7530.3320.5540.7740.6450.7320.5910.7230.8400.7720.8990.8790.2040.5740.1310.1460.6970.1810.3760.2160.1170.5840.1440.0590.3760.5730.4570.2960.5590.2890.3580.3630.3370.3880.7110.2380.4820.4830.5720.3330.6320.5950.7160.5120.3740.7160.3420.7490.5330.7880.5710.6750.1910.1500.5690.1740.6040.7570.0000.4690.7210.3890.4800.3740.4120.8180.0000.155
rotated_450.7200.5660.4910.6350.7240.7630.8960.3020.6480.3830.8540.8211.0000.2910.4470.7160.4970.7770.6020.8300.9490.7830.9210.9180.1600.3070.3050.3560.5990.2610.3790.1930.1060.4770.3160.1770.2990.5560.4080.3060.6820.2280.4980.1210.1710.5400.6220.2780.4510.5270.5900.3660.6690.5400.5720.4710.3240.5990.1480.6330.4360.8940.4810.6860.2300.1700.5220.1730.0000.6840.0000.4390.7680.3370.4010.3090.1030.8190.0000.074
rotated_600.7350.4850.5290.5150.5830.6960.7920.2580.4550.1470.9330.9940.0000.3560.3190.6050.3900.9550.8380.7240.9600.7360.9000.8720.1730.3130.1390.3970.5060.3010.2870.0720.0700.4310.3950.1040.2530.5550.3930.2970.5760.1620.5210.1160.1320.4630.6060.2380.5270.5970.5810.3990.4880.5640.5630.4250.2960.4770.2900.5260.4950.8030.3600.6520.4360.1910.5400.1690.0000.4290.0000.3460.2980.2680.3870.4180.1200.7450.0000.048
rotated_900.7150.4200.2600.6150.4290.6570.7050.4080.3330.0890.7690.5960.4000.1080.2730.4720.3351.0000.6210.6360.8980.6750.8690.8690.1330.4040.1040.2110.5360.2610.2830.0000.0000.3710.0000.0690.1360.4290.2340.1740.2220.1440.4460.1190.2030.4880.5480.3430.4140.6010.5320.3390.5640.7170.4940.5290.2640.3280.2300.3030.5840.6100.2780.5290.0000.1310.5580.1830.0000.1150.0000.1610.2690.1700.3210.0790.4440.6680.0000.131
flipH0.7070.5040.4440.7420.8100.8190.8660.5360.5050.3060.7980.6350.6480.4580.4980.6780.6160.6570.6670.7720.8380.7460.8590.8740.1070.5370.1250.0870.5140.1220.1740.0470.1380.6100.2950.0660.2550.5130.3270.3040.4950.3220.3490.3160.2290.3940.6630.2560.5660.5400.4950.3880.4610.5330.6210.3530.4100.5410.3020.7860.4870.6440.6740.6530.1660.1840.4500.1510.4020.6540.0000.3970.6940.3730.4260.2040.6200.7730.0000.167
flipV0.7100.6500.3140.6200.6210.8030.6290.4070.2760.1240.7700.6720.6150.3120.2080.4250.3430.6351.0000.6751.0000.5000.8030.8010.1040.2710.0320.1990.4740.2370.5470.3700.0970.3920.0000.0000.2760.4040.3410.1150.2670.1750.3750.2280.2640.3410.6000.1590.4050.5220.5120.4180.6110.5910.7160.5080.3390.5690.1650.6430.5620.6030.3770.6020.3750.2060.4390.1590.3990.4930.0000.3770.4420.2690.3480.1720.1450.6010.0000.270
dropout0.6430.5270.4490.7820.9890.7680.8670.4090.5030.2590.4350.6580.4090.2530.3030.4950.4980.7010.5170.6060.8820.6790.9100.8520.0780.3340.0830.0820.5570.0840.1950.0000.0000.6200.0000.0000.3430.4080.4650.3370.5880.2260.4720.2970.2590.3480.5270.2730.3640.5760.3900.2840.7840.5220.2730.2100.3330.6610.2270.6640.4850.5310.5580.8290.1940.0930.5610.0000.4440.7530.0000.2950.5400.3600.3530.2160.2500.4800.0000.000
Precision for model e2e_mask_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6980.5330.4020.7210.7860.7310.8860.4810.5200.2700.7210.6060.6490.4170.4870.6640.6180.7160.6700.6010.8500.8170.8610.8380.1510.6120.1230.0180.6760.0850.2720.1190.0550.5580.2360.0500.3160.2920.3800.2710.3940.3120.4310.2350.2530.3890.6010.4840.5350.4670.5590.3300.5350.5470.6090.4890.3750.6260.4120.7190.4610.7620.6480.6600.1030.1530.4760.1710.5130.5980.2120.4310.7680.3020.3780.3170.6830.7370.0000.217
gaussianblur_10.7210.5390.4420.7300.7710.7950.8630.5330.5280.3270.7190.6970.7130.4010.4670.6660.5090.6780.5860.5710.8550.8930.9120.8790.1540.5710.1720.0030.5750.0880.1910.0000.0630.6060.1460.0000.3080.5190.3950.3490.5660.2390.5200.2430.0000.4170.6500.3020.3750.6900.5610.3960.5760.5400.6370.4540.3730.7360.3610.7870.5100.8070.6110.6820.1280.1160.5100.1530.5370.7320.0000.4170.7280.3580.4800.2940.3330.7950.0000.226
gaussianblur_100.7230.0000.3141.0001.0001.0000.6000.0000.0000.5000.8330.7500.3330.0000.5000.0920.1601.0000.0000.0000.8461.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0490.0000.1430.0000.0000.0000.4160.9230.0670.0000.3160.0000.8891.0000.5430.7500.1820.0000.0000.0000.6670.3331.0000.1991.0000.0800.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0910.0000.0000.0000.000
gaussianblur_200.5600.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.0390.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.2070.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0611.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.6730.4290.2660.6270.7240.7760.5090.3060.1350.0880.3470.5700.3810.2930.2960.6850.4530.6800.5120.3080.6730.6351.0001.0000.0000.3330.0000.0000.3000.2350.1760.0000.1560.4040.0000.0000.0690.3330.4140.2910.2730.2980.0000.2730.0000.3380.7780.4120.4210.8570.3330.3250.4780.6510.2770.0990.3031.0000.3180.8500.4610.8950.3700.7630.4000.0000.3650.1930.1920.5080.0000.3500.6210.4800.7570.4130.0000.6010.0000.480
superpixels_0p50.6110.0000.2000.5830.5390.5900.4070.1670.0620.0240.2870.6430.2860.2680.2141.0000.3790.2500.0000.0970.5560.2860.7501.0000.0000.1850.0000.0000.0570.0000.0000.0000.0000.1990.0000.0000.0190.0000.0000.1100.0000.1880.0000.0740.0000.4170.5450.5001.0000.5450.3350.3330.0000.7270.2470.0480.1150.7780.0930.6670.5011.0000.2930.9000.0000.0000.2950.0000.5000.3260.0000.0000.5060.3190.7140.0000.0000.2630.0000.000
superpixels_0p850.5140.0000.0771.0000.1540.0000.7500.0990.0150.0060.2930.3900.0000.2310.2500.0000.0000.4000.0000.0000.0001.0001.0000.0000.0000.2120.0000.0000.0000.0000.0000.0000.0000.2590.0000.0000.0850.0001.0000.0600.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.2560.3000.0000.0000.2500.0430.0000.0000.0760.0000.0000.0000.2540.0000.0000.0000.0000.0000.0000.5000.0000.0000.3330.0000.0000.0000.0000.0000.0000.000
colorspace_250.7310.5170.4810.7030.7820.7620.8750.5100.6170.2230.6200.8340.6380.3030.4160.6540.5880.7200.4800.4960.9070.8610.8990.9230.2010.5350.1500.1050.5010.0440.2280.0000.0320.5230.0630.0000.4170.5780.3640.2630.6380.2190.5960.3850.0630.3190.4460.2590.5710.6920.2590.0001.0000.5870.7750.3670.3820.7020.2750.6970.5510.8510.6440.7350.1340.1060.4410.1430.5970.6950.0000.3540.6920.3790.4680.3030.5000.7930.0000.182
colorspace_500.7350.5160.4560.7800.8060.7380.8720.4450.5960.2200.6600.7860.6820.2970.4980.6760.5600.6700.5110.5030.8950.7020.8920.8830.1730.4920.0680.0000.5010.0440.2930.0000.0750.5070.0000.0000.3120.5380.4030.2470.5410.1970.5330.3600.1190.3490.5600.0000.0001.0000.2650.0001.0000.5730.8270.2480.3590.7330.2350.7390.5310.8430.6360.7520.1140.0000.4560.1510.6270.7520.0000.3930.7730.4000.5010.3490.4710.7170.0000.000
averageblur_5_110.7340.4580.4670.7880.8100.8040.8040.6020.4970.3180.8120.8070.6700.3100.4700.4520.4750.7120.4270.4340.7810.7930.9210.9200.0000.6210.2930.0000.6000.1290.3020.0000.0750.4900.0000.0000.3140.6500.4530.3820.5090.2420.7170.2850.0460.4010.7120.3250.4740.5540.5090.4160.6860.4860.7830.4750.3160.8060.4120.8140.5300.9120.5650.7490.2730.0000.3390.1700.4160.7520.0000.5750.8780.5010.6800.4510.3330.8810.0000.214
medianblur_10.7030.6180.4390.7860.7470.8150.8120.5810.5300.2640.8160.5730.6220.3420.3570.5990.4130.7380.5490.5150.8440.7830.9240.8960.1270.5030.1270.0500.6470.1030.2130.0000.0530.4550.0000.0000.3480.6240.4570.3930.6010.2580.4820.2140.0000.4380.6240.2780.5230.5330.5590.3370.6170.4970.5710.4330.3690.6610.5060.7510.5270.8670.5060.7700.1050.0000.6290.1960.6250.8440.0000.4880.7610.4340.6820.3250.3910.7270.0000.240
sharpen_00.7030.3250.4090.7460.8030.7360.8620.5090.4340.2580.7780.6180.5230.2830.3770.6070.6010.6780.4640.5720.8540.8000.8550.7330.1260.4480.0830.0000.4960.0790.2150.0000.0570.5010.0000.0000.3450.5600.4020.3560.6360.2660.5190.2230.0580.4210.4740.1480.1740.6750.5360.2870.6330.5360.5800.2360.3550.6390.3460.7360.5470.8790.6610.7490.1370.0000.5930.1240.4680.6660.0000.4000.7040.2610.4060.2590.5710.7160.0000.000
sharpen_10.7050.4150.4150.6780.8060.7210.8220.5470.4300.2510.6810.5740.8140.2890.3740.5980.5680.5960.4340.5390.8600.8280.8410.7450.0860.4300.1310.0000.4760.0960.2020.0000.0560.5110.0440.0000.3170.5670.3680.3330.5240.2910.4750.3570.0800.3790.4560.4060.4490.5700.5920.4340.7220.5420.5190.2530.3820.6370.2970.7740.5210.8760.5810.7140.1210.1680.5460.1260.5260.6730.0000.3340.6750.3020.4270.2510.6000.7550.0000.000
sharpen_20.7120.3850.4000.7700.7570.7560.8080.4960.5150.2380.7600.6630.6670.3420.3720.6550.5590.6070.5340.5800.8250.8270.8660.7380.1410.4700.1200.0080.4510.0710.2280.0000.1000.4740.0000.0000.2670.5500.3690.3290.5820.3050.5330.4230.0000.3970.4910.4540.2860.5990.5200.3600.6440.5670.3980.2980.3750.6040.2950.7260.5100.8570.6660.6980.1820.1030.5290.0930.5000.6440.0000.4320.6730.2740.4370.2340.5290.7130.0000.000
addintensity_-800.7080.5990.3990.7470.7760.7760.8060.3770.4210.2170.6840.8550.6750.3030.4690.6490.5430.6550.5310.4040.8680.6750.8900.9010.1830.5070.1250.0560.5270.0830.2860.0000.1020.4920.0720.0000.3720.5290.4750.2310.5680.2050.5560.2910.0000.4080.7230.2480.3950.4820.5480.2880.4570.5350.7800.2880.3870.6710.3030.7740.5850.8080.5120.7380.0890.0610.4450.1430.5000.5490.0000.4540.7860.3440.4270.3040.4770.8140.0000.462
addintensity_800.7170.5640.3960.7380.7410.6920.8400.5250.5200.3330.7270.6550.5940.3500.4940.6450.5800.6430.5710.5410.8150.8790.8980.8330.0780.5080.1600.0110.5300.0680.2590.0000.0570.5230.0000.0000.3470.5380.4000.2430.4850.2220.4970.3830.0000.4220.5570.3710.5160.7560.5920.3520.4810.5020.5980.3040.3810.5790.3710.7440.5210.8080.6510.7270.2130.0530.4920.1400.5330.8120.0000.4050.6810.3210.4540.3820.6670.7740.0000.239
elementrandomintensity_10.6270.5650.3050.7910.8330.6570.6590.3130.3940.1940.4730.7680.4530.1890.2900.5610.2460.5100.2850.4600.9040.6640.9400.8410.0000.3910.2050.0000.2570.0000.1820.0000.0000.6700.0000.0000.5160.3300.4150.2350.6590.2480.8890.3000.0000.3711.0000.0000.0000.8420.3270.8570.7500.6220.0990.1260.2790.7670.1420.7730.6350.6840.7620.7660.0000.0000.0000.1591.0000.4760.0000.0950.0000.1790.5180.5220.6000.3520.0000.000
multiplyintensity_0p250.7250.5150.4910.8550.7990.8840.8030.4870.5720.2780.7320.8410.6150.3300.4910.6300.6130.6890.7190.4890.8380.8360.8920.8960.1370.5610.1750.0000.6500.1240.2800.0000.0000.6170.1160.0000.2090.6330.4370.3730.6110.1890.5500.3090.0000.3920.7240.5220.2930.7720.5330.3170.6100.5330.7140.2390.3730.6330.3030.6650.5770.8430.5130.7620.1600.0920.3570.3290.4880.7210.0000.4270.7070.3820.4570.3520.6670.7540.0000.227
multiplyintensity_20.7040.6120.4190.7210.8210.6860.8170.4960.5310.2730.6720.6920.6840.3360.4880.6570.5570.6060.6190.5740.8940.8440.9090.8290.0600.4400.1670.0100.5420.0800.2260.0000.0330.4690.0000.0000.3860.5320.3900.2580.4870.2100.3010.3790.2530.3180.5640.3370.4050.5140.5280.3490.3550.4250.6560.2790.4090.6870.2820.7340.5010.8190.5920.7720.0980.0800.5060.1440.3440.7100.0000.3320.7050.3010.4510.3110.5710.8030.0000.316
contrastnormalization_00.7240.4720.4430.7410.7780.7970.8560.4960.5680.3460.6520.7580.7350.3710.4380.6650.5480.6300.5920.5730.8600.8100.8830.8770.2200.4970.1510.0060.6120.0650.2330.0000.0810.5010.0000.0000.4060.5310.3980.2750.4460.2520.5130.2740.1450.3770.6290.3810.3190.5660.5540.2620.5470.5020.7600.4020.3730.6310.3620.7290.5090.7690.5800.7160.0930.0610.4670.0690.6420.6520.0000.4290.7040.3320.4860.2520.6000.7580.0000.267
contrastnormalization_10.7170.5150.4200.7900.7320.7130.8640.5500.5240.3410.7190.6590.7140.2820.4600.6400.5710.6120.6070.5960.8760.7330.9110.8100.2070.5030.1670.0480.5680.0540.1980.0000.0550.4890.0760.0000.3000.5420.4100.3030.5590.2420.5380.3220.0000.4070.6510.3500.3340.6930.5880.3180.5930.5360.7190.3970.3720.7220.3490.7550.4620.8370.6450.7350.1070.0570.4760.1860.5940.8500.0000.4890.6970.3410.4560.1880.3910.7850.0000.226
contrastnormalization_20.7300.4970.4370.7030.8150.7260.8640.4950.5650.2420.6770.7670.7300.3670.4820.6500.5780.6760.6130.6150.8830.7500.8840.8120.2120.4850.1970.0000.6300.0710.2520.0000.0570.4370.0410.0000.3590.5240.4330.2640.5840.2260.4450.2950.0000.4050.5720.2460.1990.6460.5720.3590.5170.4950.6980.3570.3650.6580.2570.7460.5250.8340.6620.7830.0960.0470.5820.1220.7300.7760.0000.4100.7800.3240.4580.2760.6000.7900.0000.283
elastic_10.6770.0000.2561.0001.0000.7300.6200.5610.3330.3280.3180.8100.9000.0000.0000.4770.1990.3780.4290.6670.7110.3720.6001.0000.0000.5140.0000.0001.0000.0440.0000.0000.0000.3090.0000.0000.0000.1820.0001.0001.0000.8180.0000.0000.0000.4230.6920.1720.0000.5650.4260.3311.0000.6110.1490.2820.3390.4710.1110.5000.6970.6820.3570.0001.0000.0000.0000.0000.0000.0000.0000.0001.0000.0001.0000.2830.0000.6630.0000.000
scaled_1p250.7520.5330.4280.7420.8550.8330.9280.5160.7150.4120.6870.8690.7480.5170.5200.7570.6710.6940.6410.6390.8810.8480.9030.9230.1850.6780.1480.2180.6140.3790.3230.0000.1170.5950.2760.0330.3970.5520.4950.2950.5980.3250.3850.4440.1320.4070.7840.3260.5500.6410.6130.4760.7170.6180.6060.5520.4440.5830.2910.7980.6500.7870.7030.6660.1490.0000.5260.1790.5460.6760.3860.4720.7220.4190.5960.3510.3870.8170.0000.273
scaled_0p750.6210.4070.1990.6540.7630.6900.8880.4590.3950.1700.6300.6690.7280.2570.5080.5900.5410.6510.4670.5830.8260.7630.8360.7760.0760.4360.0500.0000.5230.0000.1690.0000.0000.4450.0740.0000.2120.3030.1250.1290.2180.0900.1260.1580.0440.2600.5460.2680.3730.4250.4000.3570.4610.4230.6760.3300.2530.6520.1500.7910.4080.6480.3520.6320.0940.0510.2780.0440.3380.5600.0000.2410.6090.2300.3480.2051.0000.7100.0000.330
scaled_0p50.4950.3090.1090.5740.6430.5820.7540.4820.2150.0240.5460.4270.6670.2890.2630.5400.3900.5290.3940.4800.6410.6250.7030.7520.0260.3680.0000.0000.4860.0000.0390.0000.0000.2870.0000.0000.0100.2620.0000.0660.1000.0220.1520.0270.1270.1760.4560.2040.2470.2820.1420.0790.5480.3600.3250.2950.1360.4070.1170.7150.4340.5050.1440.4590.0000.0000.0340.1170.3710.3600.0000.1680.7220.1770.2270.1460.7500.5100.0000.667
scaled_(1p25, 1p0)0.7550.5380.3620.6730.8490.7770.8910.5200.6780.3990.7190.8220.5400.3390.4570.6440.6120.7300.6430.5880.8710.9000.9040.9290.2230.5830.1470.2200.6070.1340.2990.0740.0600.6060.2270.0000.3550.5510.4260.2940.6330.2990.4070.3120.3770.3780.6710.3200.5700.6210.6350.4100.6790.4530.6490.4030.4260.6520.2900.7020.5400.8580.7070.7460.1380.0000.3960.1530.4510.7250.5450.4780.6650.3910.4450.3720.2140.8220.0000.000
scaled_(0p75, 1p0)0.6580.4230.2680.6970.7960.7620.7930.4340.5040.1780.7680.6410.5610.3570.4470.5920.5720.6170.5930.5200.8460.7390.8770.7690.0370.5380.0730.0420.5300.0000.1980.0000.0330.5120.0980.0000.3040.4840.2840.1910.4320.1810.2780.2230.0480.4390.6330.3180.4000.5340.4640.3280.6320.6140.7720.3680.2940.6510.2210.7740.4460.6200.5840.6970.1130.0530.3650.0880.4790.5970.0000.2750.5600.2530.3790.2720.8180.7940.0000.316
scaled_(1p0, 1p25)0.7300.6180.4540.8150.8180.7710.8190.5650.6360.4390.6990.8280.6990.4340.4780.7350.6590.5930.5500.5820.8730.8160.8670.8710.1940.6250.1300.0800.6660.1990.2940.1260.1210.5540.2740.0000.3960.5460.4180.2670.5070.2500.4230.2930.2280.3990.6410.3130.3450.6130.5740.4020.6850.6050.6680.4610.3950.7050.3410.8690.6310.8300.6610.7180.1050.0460.5170.1930.5870.7420.0000.4940.7220.3720.5050.3180.7660.7820.0000.231
scaled_(1p0, 0p75)0.6900.5470.3190.7210.7940.7740.7960.5390.4260.1530.6530.6940.6860.3080.4700.6300.5400.7630.5350.6010.8660.8870.8440.8380.1990.3710.1140.0040.6370.0620.1750.0000.0350.4940.1290.0000.2540.4380.2830.2220.3710.2160.3550.3440.1400.2800.4870.2130.3730.5140.5050.2530.6230.3660.5750.3910.3220.6070.2690.6990.4530.7360.5230.6850.1590.0440.4890.0740.4120.7370.0000.3830.7460.2820.4230.3190.6000.7140.0000.400
translate_(0p1, 0p1)0.6590.4070.2490.6940.8060.7170.8640.4840.4710.1410.8180.6240.6520.2920.4480.6060.5910.6280.6410.6050.8350.8020.8760.8230.0560.4970.0720.0040.5970.0740.2100.0000.0370.5080.0820.0000.2940.4060.2170.1680.3370.1610.4370.3230.0570.3260.5530.2300.3810.4010.4410.2730.4950.5150.6360.3970.2780.7090.1710.8000.4900.7030.5490.6320.0970.0000.3080.0310.4820.6890.0000.3100.6510.2650.3390.2061.0000.8230.0000.500
translate_(0p1, -0p1)0.7120.4830.3660.7440.7940.7490.8580.5260.5840.3260.7920.7090.6070.3500.4690.6610.6720.6780.6260.6070.8410.8270.9010.8810.1490.6750.1330.0180.5680.1340.2680.0000.0350.5420.1770.0000.3790.4820.2720.2600.4080.2370.5020.2520.1700.4230.6420.2610.4150.5640.5670.3810.5340.5830.7300.4060.3490.6790.3160.7370.5500.7710.5740.7210.0900.0530.4310.1260.4900.7320.0000.3600.8300.3230.4560.2871.0000.8120.0000.400
translate_(-0p1, 0p1)0.7150.4860.3220.7250.7620.7920.8590.5070.5640.2340.7280.8260.6870.3390.5250.6690.6170.6850.5950.6190.8780.9160.8800.8360.1010.5300.1480.0770.7150.1180.2550.0000.0910.5870.1080.0000.3620.5570.2970.2680.5460.1980.2050.3770.2200.4060.7160.3510.5460.5770.5070.4110.6940.5210.6390.4370.3590.5490.2440.8760.5580.7930.5530.7530.1600.0920.3790.1140.5500.6170.5000.4500.7570.3470.4400.2750.4290.8180.0000.308
translate_(-0p1, -0p1)0.7510.5350.4270.7440.8370.8090.8750.5470.6010.4120.7190.7500.9210.4560.5330.7480.6300.6980.6190.6390.9290.9090.9200.9370.2480.6360.1400.1590.6530.3520.3510.0880.1180.5790.2350.0000.4210.5460.4740.3030.6020.3030.3040.3370.4180.4570.7320.3500.5930.7510.6070.5490.6620.6330.6490.4930.4550.6230.3110.7950.5790.8490.6610.7590.1580.0860.4270.2500.5750.7440.3560.4800.8330.4050.6040.3180.5580.7990.0000.429
translate_(0p1, 0)0.6950.4760.3110.7230.7980.7690.8740.4460.5080.1680.7230.6270.7130.2940.4350.6140.6230.6710.5830.6120.8290.8270.9010.8500.0550.5880.0700.0060.5520.0820.2010.0000.0380.5350.1130.0000.2890.4690.3160.2080.3530.2170.5840.2420.0900.3920.6250.2830.3920.4500.4980.3400.4900.5860.7120.3420.3180.7160.2850.8330.4610.7490.5750.7100.1060.0000.4530.0740.4550.6020.0000.3250.6360.3020.4070.2661.0000.8270.0000.429
translate_(-0p1, 0)0.7390.5820.3620.7680.8120.7600.8830.5090.5850.3380.7100.6700.8220.3480.4950.7150.6380.7470.5630.6210.8860.9050.8860.8860.2300.6070.1250.1150.6730.1700.3390.0970.0860.5410.1530.0000.3560.5600.4360.3090.6440.2680.3580.3410.2330.4790.7840.3030.5450.6610.6010.3960.6170.5380.6740.5070.3990.5900.2910.8030.5480.8110.6630.7460.2010.0000.4470.1540.4720.6350.5560.3960.6940.4260.4940.2780.5170.7880.0000.444
translate_(0, 0p1)0.7000.4060.3450.7010.8140.7110.8470.5030.5100.1650.6980.7410.7230.2880.4520.6800.6210.6950.6030.6160.8540.8410.8880.7970.1580.4340.0960.0060.5950.0730.2160.0000.0620.4890.0900.0000.3600.4580.3200.2630.3760.1980.3300.3050.1250.3920.5970.1880.3850.4650.5520.3970.5830.5000.7330.4550.3920.6790.2650.8290.5000.7450.5470.6410.1660.0730.4640.1270.4110.6710.0000.3860.7080.2920.3650.2350.5000.8390.0000.245
translate_(0, -0p1)0.7380.5990.4550.7780.7960.7930.8110.5150.6220.4120.7360.6710.7460.3750.4870.6900.6690.7140.6100.5800.8530.8640.9080.8400.1930.5770.1490.0100.5990.1950.2440.0000.0880.5780.2450.0000.4390.5380.4680.3010.5440.2420.4360.2860.1340.3910.7490.2950.5600.7240.6250.4210.6370.5850.6550.4170.4120.6650.3710.8500.5720.8390.6720.7150.1000.0430.5070.1870.5600.7580.0000.4680.7960.3530.5240.3040.6000.7470.0000.375
rotated_30.7300.5550.4480.7180.7870.7370.8800.4960.6080.3490.7430.7220.6730.4260.4780.6670.5970.6500.5810.5720.8490.8710.9110.8670.2090.5960.1220.1240.6620.0770.3150.0360.0920.6160.1320.0000.4090.5840.4360.2770.5500.3010.4920.2900.0770.3810.7470.3250.4310.6100.5580.4240.5410.5970.6510.4630.3890.6600.3580.7820.5590.8040.6050.7390.1250.0000.3560.1830.5050.7530.0000.4580.7570.3330.4750.3070.2860.7950.0000.364
rotated_50.7320.5480.4510.8220.8570.7950.9070.5130.5960.3950.7030.7070.6670.3470.4730.7870.5970.7050.5680.5990.8580.9060.9060.8500.1100.5800.2410.1620.6420.1210.3430.1800.0810.5880.1200.0000.3610.5680.4740.2730.5680.2900.5320.2880.1410.4260.7430.4040.5210.5910.6100.3200.5560.6040.6960.4480.3830.6780.3600.7330.5380.8290.6080.7000.1430.0530.4750.1580.7440.7190.0000.4670.7940.3370.4660.2730.4290.8410.0000.381
rotated_100.7430.5920.4400.7120.7710.7340.8940.5250.7130.4330.7810.8090.7140.3880.4650.7550.5870.6970.5970.5850.8250.8670.9110.8620.2600.6180.2480.2450.6300.2080.4020.1840.0940.6030.1290.0000.3590.5160.4210.2930.5490.2500.5630.3330.2190.4210.7010.3930.5160.6590.6200.3250.6310.6420.7020.5350.4180.6620.3600.8090.5750.8570.6180.7350.0890.0380.5050.1540.7160.7640.0000.5070.7610.3570.4940.3750.5450.8490.0000.261
rotated_450.7670.6250.4540.7360.7570.7960.9670.3720.1760.2830.9630.9580.0000.2730.3690.6730.3870.6790.7180.6830.9660.7330.9300.9020.3050.3120.0000.4840.3550.2830.3630.2160.1070.4060.3740.0750.2830.5680.5090.2730.6740.2960.7150.0950.2770.6660.7570.3860.7070.6850.6310.3860.6760.5390.6790.4790.4740.6360.2530.6470.6240.7960.7260.7260.2020.1300.6200.2370.5000.5770.0000.7330.5550.3590.5021.0000.0830.7460.0000.667
rotated_600.7800.6550.4350.5900.6370.6430.7780.5160.0000.2811.0000.9090.0000.3530.3110.5520.4000.6780.7440.9030.9780.8080.8760.8920.3270.4360.1330.3400.4130.2530.2340.0630.0410.3940.4270.0000.2580.5330.4260.2840.6290.2380.5320.1290.1710.5950.7340.4490.5950.7230.5950.4360.6180.6210.6600.4570.4360.4290.4550.6090.6080.7970.5200.6830.3160.2310.6260.3120.0000.2140.0000.2310.2980.2880.4300.0000.0000.7340.0000.400
rotated_900.7440.5130.2360.6410.5650.5610.6470.4250.0000.0480.5880.7090.0000.0000.2500.4950.2500.8730.6000.8120.8690.7140.8940.8250.0670.5710.1630.0000.5020.1940.2640.0000.0000.3750.1120.0000.1200.2760.3140.1280.2820.1440.4750.1370.3930.7070.6510.3880.5450.7180.5270.3310.6090.6860.6670.6670.2870.0000.1270.5960.5580.6350.3460.3620.0000.0630.6730.1770.0000.0630.0000.2450.0930.2520.3340.0000.5000.5500.0000.222
flipH0.7120.5390.4090.7590.8180.7560.9050.5510.5300.3010.7920.7020.6400.4440.5230.6590.5990.7180.6540.6800.8120.8270.8510.8320.0860.5500.1020.0470.5670.1850.2130.1230.1270.5030.3480.0000.3080.5700.3410.2990.3900.3020.2470.3810.1950.3800.6720.2830.5940.6280.5260.4140.5030.5020.6540.3370.4160.6550.3090.7550.5300.7390.6990.6110.1450.1520.4220.2110.5000.6220.0000.3670.7540.3380.4270.2570.8650.8280.0000.286
flipV0.7290.5480.2090.8240.5610.7850.6580.3280.2130.1150.8470.7950.2670.3450.1910.4770.2860.7000.5000.4901.0001.0000.8260.7680.1360.1970.0000.1620.4670.1500.4370.3580.0950.3210.0000.0000.2810.4460.2390.1630.1690.1330.4540.3080.1510.3480.7400.3420.4480.6070.5630.3730.6440.5390.5190.3600.4810.6000.1710.7880.6550.7660.3820.7530.5710.0000.4250.1840.2040.4440.0000.3190.4450.2920.3480.2030.1880.5970.0000.429
dropout0.6970.5720.4340.8060.7940.8980.8570.4060.5220.2690.5600.7440.7450.3470.2730.5680.4790.6520.4990.4760.8130.8220.9180.8230.0000.2530.1190.0000.4380.0000.2480.0000.0000.5220.0000.0000.3180.4580.3680.4820.5680.2920.7270.3310.2720.3750.4030.2730.0000.7670.2950.2450.3290.5410.2200.1110.3580.4630.2750.3830.6180.6910.5840.7960.2730.0000.5480.0000.2860.6570.0000.1430.4900.3800.2570.1950.5710.3510.0000.000
Precision for model e2e_mask_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6970.5120.4140.7340.7830.7550.8760.5230.5290.2730.7540.5970.6300.4330.4850.6410.6130.7210.6890.6370.8830.8080.8670.8410.1350.6200.1070.0400.6650.0970.2560.1560.0600.6080.2620.0600.3310.3110.3750.2720.3460.2720.3580.2250.2010.3710.5670.4140.5070.4030.5220.2880.5380.5210.5860.4490.3750.6100.4070.7490.4680.6760.6110.5960.1020.1400.4680.1060.4330.5920.3090.4340.7990.3160.3650.3030.6660.7680.2610.197
gaussianblur_10.7170.5270.4580.8110.8020.7140.8430.5220.6220.3090.6820.6130.6110.3650.4490.6600.5110.7490.5380.5870.8360.7290.9290.8680.1620.4680.1190.0000.7150.0800.1900.0840.0830.5190.1050.0000.4510.6140.4790.3230.5430.2350.3480.3890.1330.4100.5230.1860.3840.4590.5550.2570.8510.5220.7090.3750.3540.7140.3150.8450.5180.8050.5400.7200.1280.1350.5340.1380.3630.7360.0000.4030.8310.3820.4210.2790.4290.8100.0000.250
gaussianblur_100.6490.0000.4860.0000.0000.5000.6670.5000.0000.3330.6000.5450.3331.0000.6670.0680.2310.8330.0000.1110.6001.0000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.1020.0000.0890.0000.0000.0000.4380.5570.1070.0000.2970.0000.6980.0000.5450.2430.1860.0000.0000.0001.0000.6170.5560.3240.6840.1300.0000.0000.0000.3330.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.000
gaussianblur_200.5430.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.7500.0000.0000.2580.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7210.2900.3040.6740.6110.8000.5860.3330.1550.0810.3700.6030.4390.1970.5160.5920.3930.6040.3970.2730.7350.6670.9330.9050.0000.4790.0000.0000.5200.0000.1430.0000.1330.2760.0000.0000.1401.0000.2000.3260.5040.2040.0000.2000.0000.5340.7850.4500.6000.4830.3620.2360.5520.6030.2390.1250.2930.7460.2470.6250.6100.8430.4220.6930.6670.0680.4680.2920.3210.5920.0000.1600.5220.3960.5410.2070.0000.6150.0000.000
superpixels_0p50.6730.3240.1990.8420.5560.6290.4900.2710.0460.0170.2720.6390.2650.2110.6920.8670.5261.0000.0000.0000.5710.7500.8001.0000.0000.3530.0000.0000.4620.0000.0000.0000.0000.2960.0000.0000.0000.0000.0000.1390.0000.3330.0000.0000.0000.4580.3750.0000.5000.5830.2450.4440.0000.6260.1820.0770.1190.8820.0240.5000.4790.8890.2470.7140.0000.0000.5450.0000.4290.8000.0000.0000.3910.3200.5330.0000.0000.4290.0000.000
superpixels_0p850.6290.0000.1140.4000.0000.0000.3330.0000.0000.0030.2860.4540.0000.0000.2861.0000.0000.0000.0000.0000.0000.0001.0001.0000.0000.4380.0000.0000.0000.0000.0000.0000.0000.1020.0000.0000.0000.0000.0000.1540.0000.2220.0000.0000.0000.0000.0000.0000.0000.0000.2100.2000.0000.5000.5000.1010.0000.0000.1840.0000.0000.0000.2070.0000.0000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
colorspace_250.7350.4360.4650.7820.8050.7770.8760.5630.6480.2840.6950.7760.6800.3450.4400.6150.5110.7070.4020.5420.8510.7980.8930.8420.1420.5040.1610.0000.5580.0590.2260.0810.0360.4830.0000.0000.4100.5220.4390.2760.5830.1970.3820.2470.0710.2940.4540.1550.4570.7020.3090.0001.0000.5390.5690.3400.3630.6720.3140.7580.5020.8130.6530.7740.1000.0690.4480.0950.4310.7200.0000.3660.6740.3330.4640.3450.6670.7361.0000.000
colorspace_500.7410.4320.4430.7880.8360.6620.8840.4910.5800.2470.6750.7010.5210.2720.4410.6210.5740.6960.4060.5380.8630.6610.8960.9140.1390.4750.0690.0000.5380.0580.2220.0790.0520.5400.0000.0000.4730.5220.3660.2540.5350.2070.3680.3490.2040.3730.6510.2550.0000.7890.2850.0001.0000.7080.6850.2570.3440.7390.2110.7380.5090.7790.6250.7740.1130.0000.4970.0930.5450.7520.0000.4430.7280.3210.4900.3180.5710.7111.0000.000
averageblur_5_110.7280.4450.4600.8730.8120.6640.8670.6600.6190.2790.7660.7330.5830.3450.3910.5320.3570.8470.4900.5030.7870.7520.9150.8920.1140.5480.2620.0000.7660.0860.2920.0000.0340.4370.0000.0000.3420.6200.4730.3610.5040.2410.3930.1750.1380.4210.6120.1750.4300.4620.4090.3400.8160.4820.7570.3210.3320.7150.3540.7730.4600.8190.5050.5730.1120.1010.5470.0870.3470.5870.0000.4660.8060.4290.5130.3820.5290.8780.0000.000
medianblur_10.6960.5870.4320.8050.7780.7280.8240.5300.5260.2700.8410.5970.6910.3960.2720.6210.4360.7230.5050.5170.8360.5770.9200.9430.2100.4800.1660.0000.6370.0810.2030.0000.0840.3970.0000.0000.4650.5190.4900.3490.6090.2540.2480.3070.0330.4310.5430.1870.4030.4550.4810.2330.6600.4990.5410.3640.3530.6460.3750.7140.4790.7410.5240.7070.1200.1180.6050.0670.4840.7560.0000.4360.7260.3730.5940.2780.5380.7650.0000.186
sharpen_00.7050.3630.4140.8000.7980.7520.8120.5070.5390.2760.7020.6110.6010.3410.3760.6650.6240.6590.4380.6620.7950.8200.8370.7780.1150.4290.0930.0000.4460.0720.2000.0000.0570.4440.0880.0000.3540.5250.3740.3240.5400.2140.3540.3040.0880.3940.5410.2590.3840.5180.5700.3160.8230.5160.6470.2350.3420.5730.4070.7440.5730.8350.6250.7110.1330.1020.5260.1020.5100.5940.0000.3120.7330.3110.4480.3240.3660.7331.0000.000
sharpen_10.7170.3810.4180.7770.7910.8040.8220.5540.5440.2940.7260.6380.5540.4180.4070.5810.6150.6740.4340.6200.7630.7920.8010.7720.1900.5220.0980.0360.5280.0740.2380.0000.0580.5250.1200.0000.3510.4990.4390.2920.4790.2330.3220.3270.1760.3250.5280.3150.4300.5190.5740.2920.7650.5740.7760.2390.3700.6090.3410.8170.5200.8440.6200.7590.1000.1690.5290.1120.6960.6210.0000.3610.6920.3020.4200.2650.5050.7340.0000.000
sharpen_20.7140.3320.4280.7750.8330.7510.7610.5230.6470.2480.6910.6300.6050.3790.4170.6770.6400.6880.4670.5080.7830.8170.7820.8040.1700.4500.1120.0720.4480.0730.2250.0000.0620.5590.1140.0000.3270.5480.3540.3120.5290.2490.2970.2390.1090.3520.4900.2920.3460.5050.5740.2770.7660.5120.7100.2330.3330.6290.3610.7950.4980.9010.5990.7630.1330.1100.6500.0870.5680.5870.0000.4640.7680.3120.4190.1740.2750.7560.0000.000
addintensity_-800.7070.5250.4150.8030.8220.8170.7850.5000.5300.2390.6720.7140.6440.4860.4240.5890.5040.6210.5680.5450.8740.6920.8960.8910.1130.4830.1220.0460.5030.0750.2640.0000.0510.5090.0640.0000.3950.5460.4420.2690.6560.1840.3680.1760.0950.4200.5770.1910.3290.3260.5020.3610.6340.4940.7610.2880.3380.6320.2570.8810.5890.7410.4880.6410.0920.0500.4170.0820.4740.7890.0000.4260.7480.2880.4440.2860.2000.8300.0000.400
addintensity_800.7220.4820.4150.7760.7770.6800.9020.5780.5620.3160.7230.6280.5780.3870.4810.6680.5690.7420.5900.6170.8230.7580.8990.8380.1720.4740.1620.0950.6110.0630.2010.0750.0570.5660.0340.0000.4340.5760.4870.3100.4350.2290.3700.3060.1580.3870.5480.3270.4570.5660.5740.1700.6580.4840.7400.2800.3720.6390.2900.8880.5860.7910.6120.7940.1130.0990.5570.0610.5030.7620.0000.3290.7760.3240.4240.3180.5450.7971.0000.229
elementrandomintensity_10.6660.6490.3220.8150.8310.8930.9600.3570.4560.2190.4310.7520.5710.1590.2890.4810.4100.4920.3530.4620.8570.6790.9390.8270.1630.4380.1670.0270.3640.0000.2020.0000.0390.5530.0000.0000.5150.3300.3640.1640.5940.2210.7120.0760.0000.3860.4740.0000.0000.2940.2770.0180.5000.4760.1880.1290.3090.6790.1540.5180.6540.9700.5410.7780.0000.0000.8000.0001.0001.0000.0000.1501.0000.0000.2840.2670.6670.3570.0000.000
multiplyintensity_0p250.7240.5950.4750.8960.8060.8090.8840.5830.5770.2760.7770.9000.6120.5010.5080.6020.5790.6520.6070.5810.8930.7270.9060.8780.1370.4810.1460.0000.6300.0870.1710.0000.0480.5960.0000.0000.2900.5950.4890.3600.6910.2050.4770.4580.1560.3700.6160.0000.4540.7560.5260.3450.7340.5700.6450.1800.3440.5820.3360.6890.6200.6540.5340.7220.1020.0590.4280.0560.4040.6530.0000.3970.7460.4070.4460.2680.6000.8000.0000.000
multiplyintensity_20.7080.4760.4180.7380.7960.7120.8760.5100.5630.2460.5820.6550.5690.3400.4190.6280.5310.6570.5640.6520.8690.7270.9100.8510.2060.4760.1380.0670.6510.0550.2270.0000.0920.5400.0380.0000.3310.4790.5160.2640.4820.2130.3000.3360.1210.3080.4470.1440.3570.4100.5000.3000.4040.4130.5250.2560.3910.6010.2930.7680.5660.8230.6050.8410.1010.1150.5210.0800.3390.6220.0000.3540.7300.3100.4880.2991.0000.7480.0000.318
contrastnormalization_00.7280.5410.4310.7740.8170.7360.8320.5000.6030.2970.6640.6370.6000.4010.4480.6620.5520.7400.5640.6360.8890.6860.9160.9000.2080.4430.1070.0700.6260.0580.2140.1090.0530.5180.0000.0000.3860.4520.4650.3030.5020.2230.3890.2710.1420.3850.5750.1520.2760.4350.5430.2400.7310.5040.6730.2910.3940.6620.2890.8560.5070.7740.6640.7200.0890.1210.4700.0600.3800.7360.0000.4040.7280.3190.4800.3140.5560.7970.0000.273
contrastnormalization_10.7210.4470.4260.7870.7760.7770.8840.5520.4910.3060.8050.6450.5560.3650.4450.6140.5800.6370.5410.6230.8540.6510.9020.8350.2110.5070.0910.0790.5980.0490.1560.0810.0790.4700.0000.0000.3770.5500.4860.2820.5500.2410.3600.4220.1920.3780.5660.2130.3070.4250.5460.2870.6780.5700.6920.3370.3800.7020.2860.8070.5230.7410.6580.7540.1020.1440.5100.0940.5410.7890.0000.3940.6770.3360.4540.3240.6000.7890.0000.203
contrastnormalization_20.7260.4320.4490.8040.8140.7310.9150.5620.5880.2430.7380.7170.6590.3870.4570.6610.6140.6990.4780.6110.8730.8180.9000.8280.1230.5410.1180.0730.5680.0640.2060.0920.0490.4470.1260.0000.4310.5330.4810.2590.4900.2280.3310.2980.1910.3520.5520.2110.2600.4020.5280.3270.7320.5250.6430.3520.3920.6480.3190.8240.4920.7870.6430.7160.1030.1440.5270.1080.5710.7990.0000.4620.6240.3240.4110.3190.5710.8211.0000.257
elastic_10.6360.0000.2571.0000.0000.7450.6430.7500.1580.1650.4040.8751.0000.2501.0000.5310.3710.3010.4291.0000.6190.6001.0001.0000.0000.4400.0000.0000.0000.0700.0000.0000.0540.2110.0000.0000.0000.2031.0000.8000.0000.3130.0000.0000.0000.3690.4550.1240.0000.4760.3560.1990.0000.8640.0990.2900.1870.7270.1220.7501.0000.6050.4000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.3060.0000.6150.0000.000
scaled_1p250.7580.5220.4590.8020.8530.7940.9370.5560.7040.4050.7120.9090.8110.4030.5060.7450.5810.7540.6190.6710.8990.7840.9270.8990.1170.6890.1450.2170.5920.3480.3680.1000.1230.5850.3280.0000.4460.6270.5010.2890.5960.2610.3420.3360.2730.3990.7190.2130.4720.4610.5750.3960.6590.5970.5550.4370.4290.6020.3010.8730.6150.8170.6930.6920.1220.0390.4920.1840.5750.6870.0000.4750.7540.4420.5640.3320.6520.7970.0000.167
scaled_0p750.6150.4160.2140.7020.7530.6470.8390.4850.3930.1240.7440.6230.6470.2850.5160.5670.5150.6620.3930.5670.7820.7950.8250.7720.0260.4640.0760.0000.4280.0000.1810.0000.0000.4090.1290.0000.2070.3560.0550.1560.2580.0960.2010.1160.0540.1940.5340.2450.3150.2930.3680.2970.5660.4220.6710.3270.2220.6340.1700.7500.4360.6140.4700.6550.0850.0410.3260.0300.2810.6090.0000.2390.6820.2580.3470.1550.6000.6490.0000.364
scaled_0p50.4890.3910.1410.5360.6230.5760.7680.4750.2150.0720.4060.4170.7110.2710.2850.4820.4290.5680.4260.4710.6290.6770.6690.6900.0430.4360.0000.0000.4140.0000.0310.0000.0000.3080.0000.0000.0150.2100.0000.0860.0830.0190.1130.0000.0000.1550.4960.2690.3190.0960.1520.0470.5760.4620.4950.3350.1170.4410.1340.8050.4300.4350.2380.4920.0000.0000.0330.0820.2150.3900.0000.1780.6110.1410.2030.1860.6670.5380.0000.545
scaled_(1p25, 1p0)0.7520.4680.4300.7380.8320.7830.8870.5710.6360.2860.7000.7050.5220.3370.4770.6710.5200.8430.5730.5870.9040.7910.9070.9380.2320.5290.1400.1840.6360.1770.2710.0000.1020.6090.2230.0000.3900.5200.4670.3550.5660.2380.4490.2930.2480.3780.6850.2010.4510.4290.5740.3660.7560.4530.7130.4000.4100.6390.3070.7260.5350.8450.6980.6900.2290.0880.4350.1020.5600.7240.0000.4990.8140.4570.4710.3060.4670.8530.0000.084
scaled_(0p75, 1p0)0.6600.5270.2710.6640.8100.7450.8690.4750.5310.1690.7380.6100.6590.2720.4910.6030.5310.6130.5210.5720.7870.7860.8620.7860.0580.5230.0820.0000.5480.0000.2030.0920.0310.5400.0000.0000.2910.4530.3330.1950.4520.1770.2290.2330.0870.2650.6140.2420.3710.3740.4460.2810.6870.6160.7820.3880.2550.6860.2360.8590.4700.6600.5740.6830.1310.0550.3820.0650.4270.5610.0000.3270.7840.2670.3590.1840.6670.8010.0000.353
scaled_(1p0, 1p25)0.7310.5000.4560.8090.8660.7080.8380.5410.6460.4110.7640.7820.6400.4440.4610.6870.6130.6930.5790.5820.8400.7740.9150.8710.1510.5700.0840.1390.6960.2120.3410.0990.0840.5870.1500.0000.4370.5470.4700.2800.5730.2080.2880.3250.1520.4410.7160.2770.4580.4500.5810.3030.6610.6340.5870.4450.4060.7180.3420.9920.5900.7860.6740.7160.0930.0000.5360.1610.6700.7500.0000.4300.8120.3320.4950.2890.6320.8280.0000.166
scaled_(1p0, 0p75)0.6770.4530.3240.7180.8450.7410.8830.5040.4510.1840.7280.7480.6190.4130.4790.6080.5750.7590.5080.5990.8430.8300.8540.8090.1060.3980.1060.0800.6010.0610.2420.0940.0320.4720.1530.0000.2320.4210.2690.2330.4060.1700.3330.2180.1530.2810.5790.2250.3640.4080.4560.2990.6410.3850.6330.3010.3350.7040.2090.7250.4560.7640.5640.6570.1600.0790.4030.0570.2770.6580.0000.3160.7220.2410.3640.2820.4800.6800.0000.194
translate_(0p1, 0p1)0.6680.3940.2720.6950.7790.7330.9240.5440.5300.1490.7480.6630.6440.2920.4430.5510.5400.6770.4830.5770.8460.7580.8680.8680.1000.4690.0700.0000.5170.0000.1880.0000.0330.5030.1250.0000.2990.4460.2560.1570.3810.1450.3420.1370.0230.3080.6010.2630.3230.2640.4430.2290.6070.5710.6370.3830.2690.7360.1850.8520.5170.6730.6060.6610.0940.0840.2890.0330.4200.6630.0000.2970.7180.2580.3340.2911.0000.7910.0000.273
translate_(0p1, -0p1)0.7110.4130.3870.7810.8530.7500.9230.5380.6280.3280.7330.6800.5030.3830.4550.6230.5690.7020.5670.6000.8600.7960.8920.9520.1380.6330.0530.0380.5570.1370.2090.1060.0350.5170.2170.0000.4150.5200.3490.2630.4430.2160.4060.2580.1190.3490.6920.1640.3740.4590.5420.2490.6990.5730.6370.3390.3320.7200.3270.7880.5190.7750.6370.7370.1000.0730.4600.1500.5300.6440.0000.4330.7740.2750.4080.3210.8750.8080.0000.197
translate_(-0p1, 0p1)0.7180.4770.3410.8090.7590.7660.9000.4810.6340.2220.6630.8610.6030.3260.5280.6660.5820.7200.6310.6020.8460.8610.8520.8760.0520.4660.0870.1750.6230.1190.2880.0000.0880.5710.1770.0000.3700.5450.3520.2770.4790.1940.3260.2920.2730.3970.6080.2760.3730.3830.5320.3450.7680.5370.7250.4000.3430.6020.2770.9320.5960.7580.5330.7180.2060.1240.4320.0910.4590.6210.0000.3990.7700.3900.4190.2171.0000.8120.0000.222
translate_(-0p1, -0p1)0.7480.4980.4330.8080.8300.8040.9160.5690.6170.4050.6860.8270.8200.4120.4760.7360.6210.7590.6140.6800.9220.8540.9060.9490.2300.6380.1080.1790.7210.3820.3340.0800.1270.5910.2870.0320.4330.6020.5180.3100.5640.2740.3470.3230.2200.3770.7680.2810.4380.4820.6000.3730.8410.5960.6670.5680.4440.5590.3640.8020.6040.8200.7160.7320.2160.0190.5120.2020.5150.6630.0000.5290.6970.4280.6090.2950.6670.8250.0000.174
translate_(0p1, 0)0.7050.4600.3270.7370.7860.7730.9220.5190.5380.1840.6660.6640.6490.2720.4420.5700.5520.6700.5230.5880.8390.7810.9030.9060.0230.5110.0850.0230.5560.0720.1980.0990.0320.5060.0670.0000.3310.4900.3520.2230.4540.1880.4140.2520.1480.3990.5180.1700.4400.3040.4950.2580.7090.5160.7200.3530.3030.6550.2410.7600.4920.7000.6130.6560.1020.0450.4900.0610.4580.6540.0000.3540.7580.2860.3490.2401.0000.8300.0000.207
translate_(-0p1, 0)0.7360.4880.3580.8050.8220.8280.8930.5390.6700.2960.7350.6510.6520.4090.4880.7120.5800.7540.5710.6480.8760.8350.8900.9110.1760.5390.0940.2150.7380.1780.2380.1600.0810.6120.1820.0000.3830.5190.4730.3360.5910.2640.3460.3360.2710.3820.6250.2380.4470.3940.5580.3860.7790.5690.7490.4120.3920.6010.3180.8600.5700.8000.6210.7030.3230.0920.4330.1080.4810.6810.0000.4070.8220.4250.4790.2460.6000.8650.0000.300
translate_(0, 0p1)0.6920.4250.3670.7760.8030.7780.9070.5220.5740.1540.6770.6700.6500.2880.4830.6210.5720.7170.5900.6120.8370.8080.9010.8280.0860.4760.0870.0000.6280.0680.2420.1240.0300.5390.1170.0000.3180.5190.3840.2390.4010.2320.3190.2960.1300.3490.5730.1920.3110.3280.5040.3210.6820.5800.6650.3770.3410.6480.2190.9290.5130.8130.5600.6680.0910.1150.5160.0900.4650.6630.0000.3830.6740.2780.3910.2570.5000.7720.0000.237
translate_(0, -0p1)0.7300.5180.4730.8010.8340.7630.8810.5310.6120.4270.7110.6890.6580.3700.4670.6830.6120.6960.5670.6220.8430.8300.9340.9240.1950.6180.0840.1050.6960.1960.2170.1010.0900.5790.1950.0000.4060.5660.4680.3030.5960.2410.3160.2930.1930.3690.6530.2250.3570.5260.5950.3360.7210.5660.7150.4290.4300.6430.3270.7700.5490.8620.6560.7120.1650.1210.5120.1300.7050.7020.0000.5230.7030.3350.5210.3340.5820.8120.0000.337
rotated_30.7220.5420.4540.7490.8050.6960.8990.5610.5510.3230.6510.6650.6390.4360.4790.6860.5480.7340.5670.6030.8510.7270.9120.8820.1490.4940.1080.1230.6460.0630.2630.1000.0710.5380.1030.0000.4250.5530.4530.2700.5950.2640.3710.2880.1230.3510.6590.2300.3630.4010.5800.3430.7240.6160.6730.4410.3660.6450.3500.7840.5670.8220.5580.7670.0930.1660.5380.1110.5240.7050.0000.4450.7610.3560.4570.2841.0000.8520.0000.274
rotated_50.7350.5590.4600.7940.8480.7740.9310.5370.6250.3410.6840.7070.5450.3940.5130.7010.5370.7030.5340.6090.8020.7380.8930.8700.1510.5910.0880.0550.6120.1180.2840.2310.0790.6230.1420.0000.4250.5640.4830.2790.5910.2720.3410.3010.1590.3640.6270.1970.4250.4260.5690.2890.6830.6190.6620.4760.4020.7020.3590.7970.5650.7630.5760.7610.1110.1980.5320.1260.5800.7320.0000.4990.8010.3560.4320.2700.4000.8570.0000.252
rotated_100.7390.5110.4450.7840.8300.7430.9200.5540.6040.3650.7630.7290.7500.4350.5310.7220.5270.6550.5660.6490.8750.8090.8780.9220.1240.5770.0720.1850.6180.1910.3950.2860.0860.6190.1070.0710.3800.5610.4140.2710.5660.2650.2680.3250.2700.3980.6930.3120.4760.4490.5810.3050.6710.6150.6260.4590.4060.6840.3180.7870.6010.7520.5340.7260.0780.1070.5280.1360.6630.7360.0000.5640.7890.3680.4630.2530.7690.8730.0000.229
rotated_450.7150.6520.4380.6220.7090.8160.9500.5180.7250.2560.8840.8310.0000.2400.3150.6720.5130.7560.6910.7450.9350.5520.9300.9030.2250.5030.2210.3790.6890.2740.4270.1820.0920.5480.3480.0900.2380.5370.4610.2220.7020.2400.4870.1350.1670.5620.6880.2110.5420.5810.5870.3770.6350.5700.5940.4370.4820.5020.2620.7100.5570.8140.5370.6490.2440.2280.6070.2650.4000.7140.0000.6410.8060.2900.4600.2070.1070.7170.0000.152
rotated_600.7410.5730.4850.5200.5860.6420.9100.6120.0000.0790.8890.8400.0000.2440.2900.5570.3810.7760.6100.8140.9130.6950.8880.9170.3280.6370.1080.4170.5240.3000.2450.0700.1040.4440.3320.0830.1560.5370.3420.2200.4150.1780.5130.1080.1530.5370.7000.1860.5450.5880.5610.3960.5970.6450.5990.6320.4210.3850.3280.7370.5830.8040.4330.6130.2930.2180.5150.3080.0000.2410.0000.6360.5880.2670.4060.6000.0000.6100.0000.169
rotated_900.7570.4900.3000.6790.4290.6670.8480.4820.0000.0340.7060.7940.0000.0480.2730.4190.3450.7870.5830.3750.8240.8750.8540.9290.1280.6280.0480.0000.5090.1500.2200.0000.0000.3500.2530.0800.3390.4660.2500.0660.2520.0310.4660.1820.2480.4650.5860.1980.4100.5560.4770.2720.6190.6090.7090.4170.1650.1070.2280.4660.6060.6450.3110.4500.1580.0440.6210.1290.0000.2070.0000.3000.3390.2270.2650.0000.3330.6530.0000.194
flipH0.7110.5250.4200.7490.8460.7800.8880.5270.5610.2920.7660.6630.6580.3770.4790.6510.6110.6150.6700.6970.8410.7520.8240.8920.1120.5360.1450.1070.6010.1350.1640.1690.1330.5370.2550.0000.3240.5360.2950.3060.3630.2850.2800.3320.1350.4010.6420.2020.4980.5010.4730.3730.6070.5570.6570.3480.4320.5820.3480.8330.5490.7240.7160.6730.0380.1230.4360.1090.4380.6850.0000.4480.8130.3900.4060.3100.9330.8390.0000.250
flipV0.7460.5690.4230.7240.6990.7060.5680.5000.1990.1240.7580.6590.1430.3200.1980.3960.4100.7690.0000.6200.9461.0000.8170.7650.1940.3110.0000.1800.6110.1300.1970.1210.0440.4440.0000.0000.2300.4310.2730.1760.1850.1550.3470.2710.1280.3420.6190.2690.4370.4780.5660.2930.5480.5800.5890.3740.2590.4290.1130.6950.7170.6960.3430.6820.4800.1210.3920.1920.3740.7260.0000.3850.6220.3350.3570.1650.6000.5560.0000.316
dropout0.6760.6070.4950.7410.9440.9010.8220.4520.5970.2900.4890.8940.6010.3330.2550.6340.6070.6040.5360.5450.9380.6770.9130.8320.1040.3840.1230.0340.5920.0000.1400.0000.0320.5980.0000.0000.3840.4750.4310.3640.4300.2720.5570.3810.0440.3090.1890.4800.5000.7540.3260.1760.4210.4380.3210.1360.3530.6000.3140.8870.5100.5740.5770.8880.2700.0000.6220.0000.9230.7630.0000.1360.8000.4490.2260.2820.6000.3890.0000.000
Precision for model e2e_mask_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.6950.5170.4210.7240.7760.7650.8980.4910.5440.2750.7490.5610.7090.4800.5000.6820.6100.7220.7020.6510.8540.8540.8610.8530.1230.6350.1050.0170.6480.1150.2740.1140.0670.5840.2470.0830.3230.3130.3580.2800.3860.2800.3720.2530.1480.4010.5900.4360.5430.4280.5190.3090.5270.5290.6130.4490.3810.6030.4410.7650.4590.7010.6080.6860.1020.1190.4510.1210.4730.6660.3210.4350.8240.3040.3660.3120.5320.7220.0000.207
gaussianblur_10.7250.5170.4590.7290.7550.7780.8450.5230.6330.2110.6450.7420.5920.4610.4990.6790.6240.7250.6090.6560.8260.8440.9100.8550.1280.5880.1240.0420.6000.0780.2150.0000.0830.5430.1540.0000.3620.5910.4280.3500.5880.2590.4570.3740.2100.3990.5390.2230.4590.4860.5290.2760.6680.5570.7670.3290.3970.6760.3510.8870.5020.8600.5970.7470.0910.0820.5250.1070.6120.7550.0000.3790.7910.3820.4660.2740.4050.7660.0000.293
gaussianblur_100.6010.0000.6031.0001.0000.6250.5001.0000.0000.5000.6001.0000.3640.0000.5110.1100.1431.0000.0000.0001.0001.0000.0001.0000.0000.6320.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.0000.1740.0000.1220.0000.0000.0000.4410.7860.1330.0000.4370.3640.3300.5710.5450.2240.1500.2110.0000.5000.5000.7690.7000.2600.5330.0650.0000.3330.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.000
gaussianblur_200.4570.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.5000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7030.2900.2600.7160.6490.8330.6150.3110.1850.0960.6520.7410.1830.2970.4890.7110.4280.6140.3810.3040.7660.5511.0000.8670.0000.5230.0000.0730.4020.2450.0000.0000.0000.3700.0000.0000.0690.4290.2990.3030.5940.2650.5000.2340.0000.5150.6490.3410.4930.5690.3670.2870.4610.5840.3230.1370.2860.7600.2210.4680.4750.8900.3860.6710.4290.0000.3780.1220.5000.5890.0000.2460.4090.4320.5620.1970.0000.6900.0000.000
superpixels_0p50.6510.5710.1161.0000.6470.5570.4200.2380.0430.0310.4000.7300.2070.2440.4740.5330.2770.4740.1600.2120.6930.5290.9231.0000.0000.3700.0000.1260.5170.0000.0000.0000.0000.3200.0000.0000.0000.0000.0000.1300.0000.3170.0000.1820.0000.5530.5160.3060.5000.2520.3370.4110.0000.4230.3080.0730.1320.3570.0001.0000.4460.9460.2900.5710.0000.0000.4150.2890.3000.2500.0000.0940.3480.3870.4200.0001.0000.5910.0000.000
superpixels_0p850.6200.0000.0380.0000.0000.0000.5000.0560.0440.0060.1740.6920.0000.3330.3730.0000.0000.0000.0000.0000.0000.5001.0000.0000.0000.3330.0000.0000.0000.0000.0000.0000.0000.1800.0000.0000.0000.0000.0000.1430.0000.4360.0000.0000.0000.0000.0000.0000.0001.0000.2330.1670.0000.6670.2500.1260.0000.0000.2180.0000.0001.0000.3301.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.2180.0000.000
colorspace_250.7300.4320.4660.7760.8280.7660.8840.5250.5800.2920.7140.7130.5820.3280.4460.6390.5730.6770.4890.5660.8590.7930.9070.8650.1660.5980.1210.0000.5600.0550.2480.0000.0600.5600.0000.0000.3590.5310.3800.2860.5480.2040.3920.2930.0850.3490.4950.1970.1600.6790.2900.0001.0000.5990.6620.2960.3630.6960.3020.8260.5310.8430.6270.8260.1070.0580.4650.0910.4070.7450.0000.3800.7640.3820.5000.2920.4210.6790.0000.198
colorspace_500.7350.4890.4590.8000.8190.7610.8400.4610.5530.2360.6320.6850.5620.3090.4460.6370.6130.6550.5270.5620.8200.7190.9150.8590.1660.5020.0940.0000.4750.0660.2000.0000.0850.5760.0000.0000.3920.5070.3680.2940.6280.1940.3780.3700.0930.4030.6330.3480.0000.8650.2850.0000.0000.6320.6430.2260.3600.7620.2980.6530.5000.8260.6220.7550.1090.0000.5110.0600.5330.6890.0000.4480.8190.3700.4740.3090.2950.7570.0000.132
averageblur_5_110.7180.5030.4820.8070.8490.8140.7880.5870.5640.2380.8170.9170.5960.2770.4970.5640.4450.8190.3860.6030.7500.8100.9220.8750.1660.6360.2190.0440.6310.1190.2770.0000.0920.5000.0000.0000.4540.6490.4220.4820.6200.2820.5190.2660.2630.4130.7270.1900.4020.5220.4250.3310.6280.5370.8230.3840.3370.7690.3440.8170.4990.8020.5930.6600.2310.1150.5450.1160.6320.7410.0000.4100.7320.4280.5520.3450.3330.7950.0000.162
medianblur_10.7080.5370.4610.7250.7920.8260.8500.5760.5480.2200.7580.6270.6670.4190.2980.5970.3870.7480.5570.4440.7870.8810.9500.8520.1200.4990.0600.0000.6130.0810.2480.0000.0820.3770.0000.0000.3670.5810.4370.3970.5990.2620.3320.2670.1410.4390.5200.2440.5160.5090.5090.2500.5260.5040.5010.4020.3610.7380.4040.8200.5130.8130.6210.8000.1240.0750.5490.1300.7660.7630.0000.4260.7750.3540.6290.3190.3330.6740.0000.199
sharpen_00.7170.3780.4210.7840.7980.7470.8880.5350.5180.2270.7040.6790.6000.3920.4140.6410.5900.6700.5370.6220.8410.8750.8850.8250.1470.4960.1340.0170.4860.0910.2530.0000.0550.5620.0870.0000.3170.5270.4040.3380.5590.2790.3190.2930.0330.3700.5350.1380.3630.5470.5330.2840.5250.4630.6540.2360.3660.6130.3670.7820.5770.8470.5930.7940.1300.0510.4550.0720.6690.6620.0000.3670.7990.2940.4430.3010.5290.7330.0000.000
sharpen_10.7100.4490.4320.7490.8100.7860.8430.4420.5110.2460.7120.7420.6320.2900.4530.6390.6540.6320.4870.5830.8260.8680.9010.8280.1820.5020.1210.0130.5220.0950.2490.0000.0530.5180.0000.0000.3180.5780.3780.3410.5340.2620.4220.3160.0410.3620.5400.2020.2710.5210.5600.3090.6270.5050.6050.2210.3830.6390.3620.8490.5500.8460.6320.8170.1230.0570.4890.0890.9090.5890.0000.4190.7470.3080.4530.3200.6000.7980.0000.118
sharpen_20.7170.4340.4550.7730.7890.8310.8150.4730.5730.2380.6800.7190.5900.3330.4280.6880.6640.6270.4660.6620.8040.8540.8970.8220.1970.5440.1100.0240.4940.0840.2420.0000.0620.5180.0000.0000.3060.5610.3480.3400.5870.2720.4520.3020.0540.3720.5550.2990.3240.4710.5650.2130.5800.5120.6410.2840.3380.6650.3600.7880.5110.8680.5750.8010.1320.0450.5730.0540.7500.6190.0000.4450.8220.2980.4290.3150.4690.7470.0000.105
addintensity_-800.7130.5800.4460.7470.7730.8330.7770.4420.5430.2470.6680.7890.6000.4170.4680.6190.5070.6370.5970.5240.8340.6150.9200.8940.1600.5810.1960.0510.5720.0850.2200.0000.0630.5430.1510.0000.3220.5280.3950.2650.6090.2200.4510.3220.2030.4150.6740.2140.3570.3740.5160.4210.6070.5200.7550.3030.4190.7070.3460.9090.5220.8290.5790.7830.0970.0520.4510.0780.4930.5610.0000.3850.7070.3280.3990.2970.3750.8260.0000.173
addintensity_800.7150.5060.4210.7840.7740.7300.9110.5200.5730.2670.7520.5840.6210.4230.4560.6890.5550.6910.6930.5620.8640.7610.9050.7890.1900.5700.1380.0520.6000.0600.2010.0000.0560.5920.0870.0000.3720.5070.3950.2920.5050.2540.3370.2620.2930.3660.6310.3150.4870.6590.5660.2580.6880.5330.6720.3280.3830.6330.3230.7720.5290.7690.6430.7840.1120.0810.4950.0780.5000.8240.0000.3380.7690.3720.4770.3050.4090.8300.0000.156
elementrandomintensity_10.6610.5470.2860.8160.8710.6970.8850.3640.5260.3320.4170.9060.3390.2060.3340.5040.4570.5710.4310.3950.8320.5250.9330.7960.1190.4290.3130.0380.3710.0000.2230.0000.0000.5160.0000.0000.4170.4560.3930.1170.5960.2410.8330.2500.3970.3310.8640.2700.0000.2460.2750.0230.4560.4910.1380.1310.2350.6270.1170.7290.6520.7190.6440.8220.3330.0000.9090.0000.0001.0000.0000.3771.0000.3490.2770.2950.5000.5360.0000.000
multiplyintensity_0p250.7280.5040.4800.8310.8150.8830.8470.5200.5580.2570.8560.7690.6670.3290.4300.6350.6400.7130.7070.5820.8990.7860.9240.8570.1490.5550.1320.0390.5920.1600.1840.0000.0450.6350.0000.0000.2780.5440.4590.3520.6410.2590.5680.4920.3000.3690.6660.3930.4020.7000.5180.1520.6710.6010.7480.2150.3790.6200.3380.7240.5980.8420.5910.8010.1280.0940.4820.1930.5830.7090.0000.4260.6590.3590.4330.3980.5290.8240.0000.194
multiplyintensity_20.7110.5770.4220.7640.8210.7760.9180.5660.5380.2430.6720.6290.6280.3850.4460.6490.6300.6230.6130.6150.8420.7940.9270.8200.1140.4730.1140.0250.5910.0670.1970.0000.0560.5810.0000.0000.3640.5400.4620.3030.5330.2140.3580.2650.1290.3010.5290.1930.4690.4440.5220.3670.5050.4260.5880.2960.3800.6470.3110.8850.5110.8450.5920.8380.1700.0970.4620.1360.4480.5910.0000.3260.8040.3510.4590.2840.2400.7530.0000.294
contrastnormalization_00.7290.4870.4670.7530.8020.7340.8760.4750.5860.3120.6190.6560.6190.3820.4930.6400.5600.6560.5580.6790.8520.8570.8880.8640.1810.5620.1170.0250.6270.0620.1820.0000.0580.4720.0000.0000.3740.5000.4170.3170.5060.2170.3720.2030.1580.3900.6680.2440.1940.5230.5330.2620.6970.5270.7070.3220.3890.6970.3230.8480.4970.8000.6260.7080.1050.0230.5360.0610.5630.7210.0000.3630.7780.3220.4630.2970.3570.7510.0000.169
contrastnormalization_10.7200.4710.4080.8110.7530.7250.8450.5240.5590.2410.7810.6700.5920.3550.4780.6450.5820.6600.5840.6440.8460.8060.9030.8160.1840.5660.0890.0340.5400.0670.1660.0000.0900.4710.0770.0000.3480.5330.4100.3110.4550.2270.3180.3300.1790.3810.5930.2620.4780.5010.5290.3280.7480.5760.6490.3880.3760.6840.2770.8380.5130.7710.6400.7620.0860.0430.5190.0660.6190.8370.0000.3440.6990.3340.4770.2980.5400.6820.0000.146
contrastnormalization_20.7240.4090.4740.7370.8140.7790.8780.5200.6080.2540.7130.7670.6150.3530.4690.6840.6130.6320.5550.6420.8470.7910.8700.8300.2250.5600.1050.0360.5840.0780.2390.0000.0580.4850.0750.0000.3410.5120.4400.3210.5480.2460.2540.2240.1930.3710.6070.2610.2920.4260.5260.3280.5740.4880.6330.3330.4050.6660.3210.8080.4560.7740.6620.7890.0970.0790.5310.0800.5580.7650.0000.4490.7040.3350.4400.2740.3750.7630.0000.210
elastic_10.6810.0000.2541.0000.0000.5640.8400.7370.2240.3240.3181.0000.3750.3900.8570.4980.4440.3970.4740.2670.8470.5001.0000.7890.0000.5350.0000.0000.4550.0880.0000.0000.0000.1840.0000.0000.0000.3230.4000.6150.6670.4060.0000.5001.0000.3440.7500.2240.0000.5690.2700.2801.0000.5770.2320.1880.4090.7000.2271.0000.5430.6830.5640.9321.0000.0000.0001.0000.0000.0000.0000.3850.0000.0000.0000.5171.0000.5930.0000.000
scaled_1p250.7630.4780.4720.7340.8470.8000.9520.6290.6560.3810.7580.8500.7410.4980.5290.7430.6460.7600.5430.6590.9020.8830.9150.9220.1360.6220.1280.2460.6490.4490.3810.0880.1420.6770.2510.0000.4210.6570.4950.3350.5720.3070.2700.3470.1510.3990.7450.2380.5710.5380.5910.4430.7280.6020.6740.5800.4430.6480.2980.7960.5820.8270.7300.7650.1320.0000.4780.2590.4080.7010.0000.4610.7280.4570.6300.3170.2730.7880.0000.188
scaled_0p750.6210.3840.2270.6690.7160.6220.8980.4740.3950.0740.6170.8100.6700.3450.4500.5980.5920.6710.4230.5250.8010.8250.8320.7610.0860.4370.0810.0380.5170.0000.1820.0000.0000.4060.1360.0000.2610.3210.0940.1800.2790.0930.2070.1570.0660.1960.5830.1310.4070.3640.3450.3260.4850.3760.6870.3360.2100.7080.1810.6910.4160.5890.5270.6830.1180.0440.3690.0400.2910.5140.0000.2150.7270.2420.3200.1970.5000.7480.0000.200
scaled_0p50.4850.3580.1360.5800.6000.6160.7480.5070.1820.0680.4570.4020.6560.2870.2950.5310.4570.5460.3870.4720.6440.6250.6790.7160.0250.4390.0000.0000.3800.0000.0310.0000.0000.3090.0000.0000.0160.2430.0250.1110.1120.0320.0000.0000.0000.1340.4640.1170.3320.1200.2450.0660.4100.4040.5840.3540.0790.4900.1360.7690.4790.4340.2560.4030.0000.0000.0860.0900.5010.2690.0000.1680.6030.1390.1980.2350.5000.5190.0000.500
scaled_(1p25, 1p0)0.7560.5600.4100.7440.8400.7670.9370.6460.6450.3030.7020.8400.5810.4670.4900.7270.6340.7640.6330.7040.8870.7420.8800.8920.1720.5930.1650.1610.6490.2260.2360.0000.1040.6310.1420.0000.3600.5480.3940.3520.5660.2700.3340.3310.2150.4130.6890.2970.5680.4610.6080.4050.7150.4810.6410.4790.4220.6620.3160.7830.5350.8100.6970.7620.1200.0830.5020.1150.5450.6600.0000.5400.7230.4320.4930.1980.3330.7820.0000.343
scaled_(0p75, 1p0)0.6710.4410.2780.6750.7650.7090.8990.4640.5200.1240.6860.7030.6520.4290.4960.5970.5260.5550.4980.5530.8210.8440.8600.7580.0490.5980.0690.0230.4670.0000.1720.0000.0650.4760.0650.0000.2840.4270.2660.2530.4060.1380.2810.1660.0390.2640.5440.2910.4420.4120.4770.2340.5030.6250.7830.2980.2760.7380.2800.9000.4620.6100.5530.7640.1210.0400.4660.0410.6440.5480.0000.2760.7110.2700.3710.2840.4890.7460.0000.414
scaled_(1p0, 1p25)0.7340.5020.4810.7790.8420.7580.8810.5460.6060.4210.7040.7440.6390.4220.5300.7580.6110.6160.5400.5670.8740.8760.8940.8800.1350.6730.0740.0370.6970.2060.3140.1090.0860.5700.2190.0000.4340.5680.4340.3070.5340.2570.3100.2600.2770.4330.7070.2000.5300.4920.5450.3730.7190.6180.6740.3760.4160.6560.3460.9390.5780.8280.6680.8280.0890.0710.5160.2000.6310.7180.0000.4570.9070.3820.5200.3740.3330.8080.0000.176
scaled_(1p0, 0p75)0.6880.4340.3290.7150.7440.7890.9080.5300.4830.1040.6450.8320.5880.4150.4340.6180.6100.7690.4860.6210.8420.8640.8500.8030.1590.4280.0850.0510.5800.0690.2360.0000.0360.5130.1390.0000.2590.3820.3300.2350.4120.1550.3670.2230.1810.2770.5470.2170.3590.4620.4860.2900.6120.3950.5960.3440.3230.6750.2660.7530.4380.7440.5240.6500.0930.0670.4150.0550.3980.5440.0000.3440.7940.2500.3740.3040.4210.7770.0000.400
translate_(0p1, 0p1)0.6700.3460.2780.6600.7510.6650.9130.5040.4930.1220.7510.6130.6480.3820.5010.5950.5950.6800.5760.6020.8420.7610.8580.8740.0200.4930.0590.0170.4120.0000.1990.0000.0740.4910.0670.0000.2440.4100.2570.1950.3030.1500.3940.2040.0590.3330.5500.1790.3900.2880.4540.2990.4610.4780.7570.3540.2800.6380.1570.8130.4710.7520.5360.6960.0970.0420.3700.0500.4460.6750.0000.2980.7400.2800.3480.3090.4550.7360.0000.158
translate_(0p1, -0p1)0.7180.4610.3930.7220.8500.6650.9040.5230.5710.2970.6770.6820.6050.4170.5020.6660.6130.6650.6180.6100.8520.7760.9050.9250.0780.6620.0590.0310.5250.1590.2190.0830.0670.5780.1150.0000.3580.4980.3760.2770.4170.1990.3830.1670.1740.3610.6460.1450.6070.4360.5430.2810.5240.5400.6520.4530.3360.7770.3050.8200.5420.7140.6430.7850.0950.0640.4930.1190.4560.6670.0000.4660.8010.2890.4550.3600.3080.7560.0000.115
translate_(-0p1, 0p1)0.7230.3870.3640.8060.8000.7980.8940.6000.5670.1820.6830.7790.5640.4270.4930.7270.5800.6680.5730.6400.8590.9250.9010.8480.1330.5090.1330.1580.5890.1290.2720.0000.0910.5570.1710.0000.3620.5810.3820.2860.4930.1960.2960.2750.2140.4180.6240.2550.4550.3990.5470.3610.7150.4830.7070.4290.3740.6390.3520.8490.5250.8000.5820.7690.1560.0860.3480.1380.6400.6080.0000.4000.7940.3850.4130.2370.6670.7910.0000.207
translate_(-0p1, -0p1)0.7570.5620.4580.7810.8320.8110.8620.5630.5910.3640.7080.8110.7720.4770.5660.8130.6790.7070.6000.7120.9130.8890.9370.9010.1810.6520.1290.2360.7230.4120.2630.1450.1330.5990.2800.0000.4050.5760.4930.3450.4990.2650.2830.3030.2410.4180.7360.2550.6350.5370.6270.4320.7410.5880.6710.4680.4520.7530.3360.7980.5780.8000.7060.7630.2020.0400.5180.2320.4910.6420.0000.5890.7580.3580.6100.2990.3910.8400.0000.176
translate_(0p1, 0)0.7000.4300.3260.7330.7610.7270.9200.5150.5190.1490.7470.5070.6710.3870.4570.6470.6080.7050.6110.6130.8780.7930.8920.8700.1180.5570.0750.0340.4950.0680.2470.0000.0360.5620.1250.0000.2870.4510.3390.2450.4420.1770.4210.2040.1360.3590.5880.2230.4800.3070.4750.2550.5360.5150.6410.3440.3110.7010.2610.7530.4480.7310.5650.7540.1000.0400.4450.0890.3990.6990.0000.3240.7890.3010.3910.3430.7740.7910.0000.250
translate_(-0p1, 0)0.7420.5410.3840.7950.7780.8330.9310.5420.5890.2790.6640.7270.6960.4780.5590.8090.6200.6790.5500.7000.8920.8450.8750.8710.1810.6000.1230.1980.6730.2460.2130.0000.0780.6010.1680.0000.3580.5450.4580.3410.5290.2640.3760.3320.2430.4250.6410.2390.4290.5220.5540.3880.7920.5280.7800.4780.3900.6690.3520.8610.5210.8190.6520.8000.0910.0420.4530.1170.6720.6880.0000.4350.7260.3910.5140.2420.3240.7850.0000.181
translate_(0, 0p1)0.6950.4600.3580.7500.7790.7370.8820.5370.5470.1320.7220.6540.6280.3780.4600.7070.5940.7030.5580.6340.8320.8480.8770.8170.1070.4670.0690.0180.5220.0660.2360.0000.0630.4700.1170.0700.3410.4990.4000.2600.4960.2120.3420.2180.1660.3530.5890.1790.4200.3470.4870.3460.6120.4870.7710.4040.3640.7000.2890.8980.4930.7720.5500.6640.1620.0930.4810.1360.4180.6910.0000.4000.7790.2960.3880.3210.8820.7690.0000.201
translate_(0, -0p1)0.7330.5930.4770.7770.8050.7460.8690.5580.5790.3860.6870.7320.7350.3480.5510.7550.6680.6600.5390.5700.8590.8820.9080.8750.1480.6230.0950.0250.6420.2030.2230.0000.1190.5680.1770.0000.4180.5540.4630.3260.5130.2450.2940.2120.2370.4180.7190.1680.5180.5660.5400.3800.6540.5250.7270.4760.3920.7150.3460.7960.5380.8100.6710.7720.1780.0700.5340.1350.5450.7050.0000.5480.7930.3240.5320.3870.3330.8280.0000.179
rotated_30.7310.5540.4670.7600.8030.7210.8620.5570.6130.2840.7400.8550.5620.4380.5500.7540.5620.7120.5970.6420.8590.8400.8940.8690.1480.5150.1490.1150.6230.0620.2080.1030.1180.5460.1440.0000.3760.5390.4430.3030.5980.2770.3210.3280.1990.4100.6150.2340.4430.4710.5720.3320.6010.5210.7310.4380.3840.6670.3490.8490.5180.7930.6040.7830.1360.0650.5620.1490.5960.6530.0000.4900.7650.3560.4950.3370.3330.8060.0000.201
rotated_50.7330.5910.4800.7640.8040.7620.9010.5560.6220.3600.7320.6920.5400.4840.5510.7830.5970.7100.5190.6380.8550.8650.8880.8650.1390.5470.0810.1340.6660.1290.3090.1960.0830.5930.0700.0000.3370.5660.4710.3270.5830.2860.3810.3040.2020.4110.6300.2570.5040.4860.5770.2860.6990.5750.7420.4790.3860.7380.3240.8320.5070.7520.5610.7380.0940.1500.5360.1420.6370.7790.0000.4400.8990.3470.5110.3300.3330.8200.0000.300
rotated_100.7440.6400.4340.7580.7650.7250.9220.5440.7070.3800.7700.6870.7320.4980.5540.7840.5880.6800.5630.6990.9160.8530.8960.8840.1730.5710.1720.1420.6830.1820.3890.2140.1130.5460.1340.0000.3330.5650.4210.3150.6250.2560.3780.3170.2160.3860.7070.2680.5460.5030.5680.3510.5940.5920.7010.5090.3850.7450.3290.8280.5440.7480.6070.7570.0900.1170.6060.1340.7060.8270.0000.5210.9090.3670.5030.3250.3080.8360.0000.178
rotated_450.7170.5360.4640.7260.7280.8370.9740.3620.5850.3720.8680.7590.0000.2110.4000.6900.4480.6970.7280.7260.8790.7490.9180.9080.2610.5680.2220.4530.6250.2640.4110.2520.0730.5290.3640.0680.2720.6560.4270.2880.8460.2920.5670.1710.2330.5420.6190.1980.4880.5290.6030.3630.5880.5780.7040.4960.4680.7580.3070.7610.5650.9290.7820.7320.4110.2130.6530.1851.0000.4880.0000.6840.9020.4250.4880.3240.1460.8290.0000.090
rotated_600.7370.5820.5110.5060.6070.7060.9770.3341.0000.0650.7870.8520.0000.2530.2750.6510.3840.8450.7930.7390.9390.7100.9050.8510.3220.5810.1530.5070.7490.3700.2830.1010.0870.4030.4710.0000.1510.5800.4000.2130.5260.2310.4810.1850.1720.4860.6160.1500.4490.6350.5500.4180.5910.6330.6610.5800.3880.3430.2600.6510.5950.8070.5370.7190.2810.2220.5720.2630.0000.6360.0000.5000.4970.3770.4360.2830.1250.6340.0000.129
rotated_900.7370.4760.3070.5620.4350.7890.6830.1681.0000.0000.8700.6770.2380.0640.2630.5020.3050.6440.6900.5120.8800.6890.9030.8880.1250.4620.1660.0000.6240.1790.1740.0000.0500.4220.0000.0490.1600.3600.2790.1110.4840.2350.5490.1240.2690.5600.5320.1850.3840.5570.4990.3380.5890.6900.7100.7500.2040.5330.2640.4920.6790.5480.3380.4630.0000.1030.3930.1600.0000.2940.0000.1880.2650.2960.3070.0000.4000.4830.0000.160
flipH0.7120.5620.4290.7350.7920.8000.9430.5830.5290.2820.7650.6830.7600.4570.5010.6450.5940.6690.6050.7150.8540.7270.8340.8700.0860.5890.1520.0640.5120.1250.1990.0960.1280.5610.3690.0720.2760.5720.3400.3370.4300.3020.3490.2940.2100.4300.6480.2510.5000.4870.5020.3570.4830.5210.7330.3680.4210.6380.3020.8450.5300.7120.7020.7310.1240.1700.5230.1810.5850.6320.0000.4070.7330.4070.4500.3020.8790.8500.0000.203
flipV0.7510.6880.3050.7790.6590.8800.6910.1180.2160.1350.7060.6800.2730.3100.2070.4890.3690.7160.7500.5110.9820.7140.8450.7900.0620.2250.0000.2820.4820.1670.4260.2000.0950.3880.0000.0000.1800.3800.2810.1250.2480.1470.3440.3010.2600.3990.6190.3940.4510.5170.5970.3670.5880.6540.5540.6530.3060.0000.2170.7700.6350.4810.4410.7360.6250.1140.4370.1730.5600.4690.0000.4390.4600.3080.3380.1290.2730.6060.0000.316
dropout0.7110.5880.4400.7430.9360.8480.8950.4330.5410.2580.6410.8190.6150.3790.3310.6060.4860.6190.4500.4640.9220.6430.8970.8550.0000.4960.1300.0000.6030.0000.2390.0000.0000.5050.0580.0000.3490.4620.4560.3330.5470.2370.6170.3260.1570.3480.3790.1450.3610.7920.3700.2650.7060.4230.4060.2090.3140.6100.2850.7190.4880.5610.6140.7730.2940.0000.7640.0000.4710.7530.0000.2350.0000.4200.2650.2120.5000.3330.0000.000
Precision for model retinanet_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.7100.5610.4240.7700.7960.8110.9050.5500.5320.3270.7380.6630.7570.5180.5300.6240.6880.7200.7360.6710.8920.8310.8490.8510.1590.6500.1340.0340.6860.0970.3850.1080.1060.6440.2660.0470.3000.3380.3590.2860.3910.3130.4320.3950.1920.4330.6160.5340.5390.4030.5230.3710.6050.5400.6680.4340.3930.7010.4960.8060.6080.7010.6520.6850.0800.1370.5170.1570.4530.6800.0000.4760.8130.2920.3490.3230.6540.7410.0000.152
gaussianblur_10.7390.5150.4770.7890.8000.8270.8700.5510.5250.3770.7960.8420.6700.3750.4260.6870.5110.6880.6100.6570.8830.8200.9090.8880.1200.6610.2000.0970.6830.0680.3080.0000.1100.6290.0870.0000.3850.5130.4450.3840.4690.2390.4860.3230.0000.4580.6160.2700.4020.4860.5600.3610.6380.5930.7290.3720.4090.8500.3650.8610.6220.7350.5910.7390.1040.0000.6030.1020.4710.7030.0000.4120.8810.3640.4880.3560.5710.8010.0000.000
gaussianblur_100.7190.0000.4000.0000.0000.4670.5000.0000.0000.0001.0001.0000.0000.0000.0000.1790.1320.0000.0000.0000.4290.5000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.1180.0000.1110.0000.0000.0000.3750.5000.0000.0000.4040.0000.4440.0000.5000.7500.0000.0000.0000.0000.0001.0000.0000.2230.6730.3330.0000.0000.0000.5000.0000.0000.0001.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_200.5300.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.2500.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7300.1760.3180.6800.4990.6970.6210.3320.1890.1760.4770.7140.4000.2980.4000.5250.6510.4900.3500.3710.8710.6670.9200.8330.0000.4330.0000.0000.5320.0000.0000.0000.1200.3950.0000.0000.1821.0000.3810.4260.4170.3500.0000.0000.0000.5160.7500.4290.2860.5000.4000.3810.7690.6130.3610.1280.3360.7390.2110.7140.5910.8050.3520.8700.3330.0000.6670.1030.3080.3950.0000.2500.5670.3750.4740.0000.0000.5500.0000.000
superpixels_0p50.7070.0000.2761.0000.7140.6320.4050.1440.1260.0590.4710.6150.1540.3330.5001.0000.7270.0000.0000.0000.0000.0001.0001.0000.0000.3480.0000.2860.0000.0000.0000.0000.0000.3240.0000.0000.0000.0000.0000.1050.0000.4620.0000.0000.0000.1430.6670.6670.0000.4290.2090.5090.0001.0000.2960.0970.0001.0000.0000.5001.0001.0000.2760.6920.0000.0001.0000.0000.6000.6670.0000.0000.2820.0000.4840.0001.0000.1150.0000.000
superpixels_0p850.5620.0000.1670.0000.3640.0000.0000.0000.0000.0130.2220.3530.0000.0000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.5000.0000.0000.0000.0000.0000.0000.0000.3330.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.1670.0000.0000.0000.0000.1430.0000.0000.2220.0000.0000.0000.1671.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.000
colorspace_250.7400.5200.4840.8370.7790.7960.8400.4640.4910.2410.7310.8600.6520.3450.4440.6160.5790.7000.5420.5670.8950.7940.8540.8860.1960.5490.1570.0540.5820.0520.3230.0000.0610.4780.0000.0000.3820.5260.4250.3650.5930.2640.2880.3620.2500.3810.5850.3970.0000.6670.2380.0001.0000.6330.8180.3690.3750.8430.2880.8700.7160.7540.5990.7570.1160.0000.4380.1320.4440.7140.0000.3970.7650.3350.4790.3880.3000.7850.0000.000
colorspace_500.7450.5350.4730.8600.7650.7890.8500.4590.5530.3160.7630.7110.6060.3960.4850.6440.5520.6500.5670.5730.9000.6360.9030.9000.1860.5310.0800.0000.5820.0450.2390.0000.0830.5800.0000.0000.4340.5820.4000.3180.5700.2350.5150.4350.2790.4210.6541.0000.0000.8330.2620.0001.0000.3700.7630.2380.4110.8640.3770.7630.6940.7160.5770.8070.1060.0000.4640.1070.5610.7430.0000.4360.7740.3290.4440.3650.3000.8110.0000.000
averageblur_5_110.7410.4940.5140.8250.7810.8410.7040.5840.6000.3470.7790.8970.5000.4280.5210.4540.5060.7930.6370.5460.8420.7590.9400.8810.0000.6470.2060.0000.7730.0760.3160.0000.0840.4170.0000.0000.3510.5920.4620.4050.4960.2640.4770.3610.2950.5180.6830.2900.4270.5060.4670.3270.8390.5970.7470.4120.4110.8210.3170.8720.6510.7860.5480.6710.1760.0000.5070.1140.3830.6550.0000.4660.8500.4910.5100.3710.5000.7360.0000.000
medianblur_10.7190.5710.4980.8430.7510.8140.6800.5950.4800.3610.7930.7110.9380.4250.3690.5960.4420.7400.5450.5590.8360.7790.9200.8990.0000.6570.0000.0590.6320.0850.1360.0000.0950.4640.0000.0000.3780.5590.4650.4100.5050.2790.5000.4910.2020.4950.6670.3440.5780.6340.4760.3680.6670.5570.6250.3070.4280.9440.4360.7920.7260.8170.5750.7300.1260.0550.6730.1050.6670.7320.0000.4320.9450.4160.6260.4530.0000.7470.0000.231
sharpen_00.7410.5220.4500.7390.7820.8620.7780.5510.5310.3730.8150.7620.6520.3990.5020.6260.5820.6540.5970.6500.8580.7500.8830.8210.0790.5940.1560.0000.5660.0760.4350.0000.0750.5080.0000.0000.3620.5550.3520.3620.4950.2410.5030.5680.1100.3340.6130.2940.2500.5260.5450.3030.8370.6060.7500.2720.3780.7200.3630.7360.7900.7790.5750.7550.1140.0000.5590.1020.5370.6430.0000.4030.6780.3590.4490.3860.4000.7190.0000.000
sharpen_10.7340.4440.4460.8010.7520.8160.8730.5000.5550.4020.7560.6830.7270.3860.4890.6290.6570.6570.5430.6540.8840.7500.8520.8500.0860.6390.1340.0000.5190.0930.4030.0000.0740.5340.0790.0000.3550.5590.3340.4000.4820.2970.3490.5040.1940.3700.6290.4500.2640.5600.5670.4360.9290.6040.6180.3190.3690.7330.3480.8470.6660.7940.6240.7320.1450.0000.6340.1090.8220.6250.0000.4000.7600.3470.4680.3230.4000.7630.0000.000
sharpen_20.7320.4850.4430.7370.7730.8750.7540.4960.5470.3600.7610.7070.7140.4500.4470.6640.6260.7010.5570.6350.8370.8170.8120.8250.0850.6640.1550.0000.5230.1000.4640.0000.0940.4600.0000.0000.3550.5260.3590.3520.5280.3040.3510.4600.1390.3440.5320.2860.3470.5350.4880.2360.8710.5920.7410.3090.4220.7550.2830.7660.7040.7710.5810.7560.1460.0000.5540.1010.5450.5660.0000.3950.7150.3240.4940.2170.2860.7100.0000.000
addintensity_-800.7350.6250.4560.7670.7970.8450.8370.5020.4850.2590.7490.7350.5330.4520.4580.5590.4750.5960.6080.5490.9170.5770.8880.8890.0000.6070.0510.0000.6990.0810.2550.0000.1650.5330.0670.0000.4190.5590.3520.3300.4970.2110.4780.4860.0000.4680.7000.4400.2150.4300.4530.3580.6890.5230.8590.3350.3680.8480.3310.7390.6700.6550.5140.7790.1230.0000.4360.1070.4170.5680.0000.4720.6700.2790.4350.3670.3330.7610.0000.000
addintensity_800.7320.5780.4670.7940.7680.7760.8800.4810.5310.3580.8200.6770.6350.3840.4600.6330.5750.7060.6240.6040.8890.7430.9010.8390.0780.5500.1440.0550.5790.0640.3010.0000.0360.4980.0000.0000.3520.5160.4250.3220.5320.2550.4090.4580.1210.3550.6220.1410.3750.6080.5370.2480.8700.5250.6680.3920.4240.7890.3290.7930.7030.8050.6280.8010.0900.1270.5590.1120.5330.6980.0000.4150.8160.2970.4530.4320.5290.8030.0000.000
elementrandomintensity_10.7020.6090.4600.8760.8140.8610.8480.4170.5270.3400.5640.9570.3670.2380.3240.4850.3310.5140.2670.4580.7220.5330.9190.8900.0000.4620.1460.1150.4840.0000.3190.0000.0690.4570.0000.0000.5240.3770.3220.5560.5880.2220.6000.4000.0000.3130.8570.4000.0000.8570.2330.0001.0000.3120.1380.1550.3181.0000.1330.4400.5950.7800.6220.9520.0000.0001.0000.0740.5001.0000.0000.3080.0000.0000.3290.2070.0000.5490.0000.000
multiplyintensity_0p250.7410.4890.5020.9390.7970.9170.8590.4720.5140.2930.8070.8960.4620.3500.3810.5800.5880.6810.6810.6260.8830.8100.9000.9130.1000.5900.1310.0000.7660.1090.3390.0000.0600.4710.0000.0000.3540.5850.3950.4140.4980.2240.8000.2880.3660.4390.7580.4000.0000.6040.5150.5220.8460.5920.7720.3010.3370.7330.3800.6850.8520.7130.5550.7660.1090.1190.4360.1650.4210.6670.0000.4880.9460.3950.4440.3900.6670.7460.0000.600
multiplyintensity_20.7280.5730.4670.7790.8150.7910.9110.5350.5490.2630.7510.5750.7000.3480.4670.6080.6150.6490.6390.5860.9040.7250.9170.8760.1450.5870.1350.0000.6880.0630.3060.0000.0000.5340.0970.0000.3470.4810.3860.3990.3770.2260.4290.4290.2150.3630.5270.1930.6020.5380.4810.2850.7190.5390.6050.3410.4060.7820.3560.7670.6670.7460.6040.7970.1260.1000.4700.1250.5260.5580.0000.3930.7940.4680.4670.3420.5000.8400.0000.667
contrastnormalization_00.7370.5270.4530.7990.7600.7530.8650.4780.5880.3310.6940.7010.6430.3330.4190.5890.5690.6650.6050.6210.8710.6470.9000.8690.1300.6800.0710.0540.6280.0680.2440.0000.1050.4660.0000.0000.4000.5300.3820.3540.5130.2500.4150.3860.3400.4500.6310.3370.2600.5390.5200.2970.6490.5280.7650.3430.4330.8020.3080.7730.6430.7490.6340.7420.1050.0000.4920.0860.4950.6390.0000.4580.7820.3300.4990.3330.4290.8640.0000.000
contrastnormalization_10.7330.5440.4730.7650.7310.7840.8470.5640.6030.2980.7290.6350.5560.3830.4810.6300.5520.6300.5530.5960.8740.7790.9100.8420.2170.6080.1420.0520.7090.0630.2780.0000.1190.5150.1120.0000.3630.4790.3760.3720.5150.2720.5200.4720.2580.4110.6450.3610.3550.5700.5450.3970.7830.6140.7200.3840.3700.8160.3190.8190.6690.7230.6030.7320.0960.0650.4350.0970.3900.7640.0000.4110.7640.3670.4680.4300.6670.8010.0000.000
contrastnormalization_20.7420.5100.4730.7850.7790.8090.8530.5100.4910.3060.7410.7500.6250.3200.4750.5900.6200.7230.5660.6450.8790.7400.9070.8630.1510.5500.1520.0000.6780.0700.3010.0000.0820.4930.0940.0000.4030.4790.4370.3360.4610.2430.4680.2740.2850.4480.6690.2610.2230.5700.5310.3680.6750.5550.7700.3670.3490.8680.2710.7880.6100.7640.6590.7620.1050.0000.5910.0970.4800.7130.0000.4390.7770.4090.4540.3830.3000.8930.0000.000
elastic_10.6080.0000.3800.5000.0000.7781.0001.0000.0580.6250.7651.0001.0000.5000.0000.5000.3910.1800.5710.0000.4900.6590.2730.8540.0000.3330.0000.2860.0000.0940.0000.0000.0000.3330.0000.0000.0000.2071.0000.0000.0000.4960.0000.0000.0000.5590.4290.3480.0000.4800.2780.4490.5000.6770.2150.2060.1201.0000.1300.5000.5890.6250.7140.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.2730.0000.8800.0000.000
scaled_1p250.7830.5650.4750.7410.8560.8400.9280.5760.7230.4900.7611.0001.0000.4630.5140.7220.6010.7030.6890.7120.9140.8710.9150.9350.1580.7790.1090.3400.6570.4420.3560.0000.1910.6260.2850.0000.4010.6170.4640.3130.5890.3310.4130.6000.2160.5260.8120.4410.4720.6390.6230.4890.9190.6360.7230.5110.4580.7530.3500.8810.7150.8000.6930.7650.1440.0530.5710.2330.4780.7710.0000.5030.9350.6230.6000.3910.4290.8810.0000.000
scaled_0p750.6250.4600.2330.6960.7240.7560.8230.4810.4320.1090.7180.7070.4880.3250.5300.5720.5850.6610.5350.5870.8200.7890.8240.8470.0260.5340.0000.0000.5860.0000.2820.0000.0000.4420.0000.0000.2320.3570.0880.1770.2270.1200.1530.3020.0000.3200.6070.1750.3820.3290.3500.3390.4870.3510.6660.2980.2410.7470.1520.7840.5500.6160.4980.7100.1180.0000.3500.0470.2160.6770.0000.2410.8490.3060.3540.2520.8000.7820.0000.364
scaled_0p50.5020.3950.1400.4960.6110.6660.8110.5040.2570.0650.4560.4450.6760.3610.3450.4980.4370.4490.4730.5440.6260.6180.7010.6590.0840.3210.0000.0000.2320.0000.0660.0000.0000.3650.0000.0000.0180.1630.0200.1300.1150.0240.0000.0000.0000.2500.4670.0000.4910.1690.1410.0000.5630.3990.5700.3240.1380.6260.1250.8530.6640.4420.1930.4490.0000.0000.0510.0970.3210.4240.0000.2000.5690.3520.2290.2030.5000.5120.0000.000
scaled_(1p25, 1p0)0.7650.6530.4460.7990.8480.8190.9130.5620.6620.4150.7250.7690.6250.4560.4820.6800.6700.7980.5630.6390.8940.8570.9050.9200.1860.5670.1420.2500.6730.2440.3830.0000.1420.6020.0670.0000.3650.5160.4570.3600.5900.2780.4320.5220.2790.4560.6980.3860.6000.6500.5360.4760.7680.5670.7530.4890.4580.7230.3370.8240.6700.8050.6690.7920.1690.0000.5710.1470.4900.7170.0000.5620.7810.5970.4570.2940.0000.8541.0000.000
scaled_(0p75, 1p0)0.6800.5440.2880.6600.7940.8130.8480.4930.5070.2120.7750.7920.6150.3050.5420.6150.4560.6160.5380.6310.7940.7690.8660.8150.1010.5800.0950.0690.5390.0000.2780.0000.0490.5430.0000.0000.2780.4550.3260.2670.4800.2020.2750.2710.0000.3460.5980.1910.3430.3620.4760.3140.6500.4940.7000.3540.3130.7670.2340.7600.6680.5640.5910.7200.1020.0000.3580.0800.5070.6150.0000.3220.7270.3000.3610.3140.5000.8000.0000.343
scaled_(1p0, 1p25)0.7520.5400.4790.8420.8570.7650.8720.4990.6100.5150.8220.8150.6580.4610.5150.6890.6090.6670.6100.6490.8930.8390.9130.8390.0820.7520.0970.1190.6590.2010.3100.0000.1160.5820.2430.0000.4270.6030.4410.3000.4790.2140.3940.5030.0000.4670.7000.3370.4230.5410.5870.4870.7310.6310.7490.4480.4140.8280.3530.8880.7500.7080.6280.7980.1060.0620.5800.1440.4010.7080.0000.5020.7780.4540.4860.3740.4550.8240.0000.185
scaled_(1p0, 0p75)0.6990.5150.3540.7210.7450.8520.8250.5150.3990.1740.7070.8250.6250.4260.5020.5860.5990.7920.5570.6350.8610.8110.8070.8390.1200.4300.0790.0510.7420.0720.3860.0000.0440.4990.0000.0000.3080.4940.2680.2740.2950.2080.4170.3250.0000.3380.6280.2240.4290.4920.5660.2600.7740.4430.6020.3090.4000.7090.2330.8250.6600.6580.5170.7000.1000.0000.5370.0770.3050.7310.0000.4840.7740.4090.3780.3780.5000.7720.0000.000
translate_(0p1, 0p1)0.6790.4500.3120.7060.7690.7150.8550.5270.5580.1580.7680.7020.6840.4130.5340.5580.6120.6600.5510.6730.8390.7010.8780.8740.0640.5830.0000.0690.6150.0000.2660.0000.0570.4900.0000.0000.3260.4840.2170.2010.2840.1400.3180.2610.1420.4380.5230.2210.2350.3420.4990.2880.6400.4970.7260.3720.3310.7450.1860.8110.7660.6210.5300.6810.1200.0000.3560.0400.4690.5740.0000.4150.8380.2700.3360.3480.5000.7920.0000.000
translate_(0p1, -0p1)0.7320.5160.4020.7830.8580.7370.8730.5690.5180.4420.7480.7860.5910.4310.4760.6470.5850.7410.5870.6770.9060.7110.8820.9380.1420.6490.0780.0640.6450.1440.3150.0000.0490.5120.2020.0000.4130.6080.3010.3390.4250.2220.4690.4160.2240.4320.7100.2070.3440.4740.6100.3610.6090.5380.7580.4400.4000.8190.3160.8370.6620.7110.6140.7490.0960.0000.4550.1010.5800.6600.0000.4470.8210.3300.4150.4110.5000.8450.0000.000
translate_(-0p1, 0p1)0.7300.5030.3540.7700.7810.8150.8710.5700.6690.2150.7650.8190.6200.3210.5960.6760.6100.6850.6280.6610.8820.9400.8790.8870.0750.6090.1690.1950.6570.1280.4350.0000.0840.5380.0000.0000.4140.5830.3270.3030.5280.2380.2030.4770.1140.4960.6450.2830.3980.4460.5500.4420.9040.5170.7530.4180.3960.7140.2620.9000.7050.7800.5370.7730.0810.0000.5300.0940.5060.7440.0000.5510.8460.4820.4150.2560.4000.8480.0000.000
translate_(-0p1, -0p1)0.7690.5750.4430.7310.8130.8390.8640.5630.6160.5400.7630.8210.8330.4490.5750.7580.6390.7240.6460.6980.9120.8710.8980.8840.3140.7150.1350.2250.8200.3760.3080.0000.1880.5650.2710.0000.3800.5960.4660.3510.5050.3430.3170.6230.0450.5480.8630.4100.4720.6110.6480.5250.8660.6300.7130.4850.4700.7610.3600.9000.7750.8470.7250.7340.1850.0000.6530.2580.5220.6820.0000.6060.8770.4490.5860.3250.5000.8830.0000.000
translate_(0p1, 0)0.7170.4600.3240.7120.8100.7730.8940.4920.6000.2590.7940.7140.5880.3450.4560.5910.5720.7370.4980.6590.8540.7570.9090.8900.1480.5500.0680.0590.5900.0000.2330.0000.0470.5180.0000.0000.2860.5320.3050.2020.4130.1920.4940.3010.3010.3810.5310.2310.3410.3180.5470.1870.7460.5790.7480.3730.3570.8400.3040.8720.6400.6430.5760.7550.1060.0000.4310.0820.5180.7340.0000.3450.7880.3700.3960.3930.5000.8070.0000.000
translate_(-0p1, 0)0.7500.5790.4150.7680.8590.8190.8770.5800.6090.3930.7840.8400.7000.4120.5320.6800.6450.7230.5980.7430.8780.8750.8760.8540.1020.6600.1290.1960.6760.2460.2790.0000.1140.5180.1320.0000.3610.5420.4450.3350.6130.3160.3860.5010.3740.5720.7100.3730.3340.6370.5800.4090.7780.5890.7650.4500.4160.7630.2950.8890.7520.8040.6810.7340.1400.0000.5210.1350.5330.7370.0000.5190.8950.4110.4870.2710.4000.8240.0000.000
translate_(0, 0p1)0.7120.5400.3660.7450.7560.7610.8480.5670.5530.1810.7780.6410.7170.4000.5160.5980.5700.7100.6130.6430.8650.8180.8860.8120.0800.5390.0260.0530.5920.0730.4200.0000.0830.4460.0000.0000.3600.4750.3550.3110.3710.1990.3190.4040.0000.4190.5190.1280.3890.4210.6010.3630.7330.5450.7250.3980.3910.7730.2620.9050.6260.7040.5470.6820.1100.0000.5700.1140.4290.6040.0000.4860.7610.2550.3520.3750.6670.8650.0000.000
translate_(0, -0p1)0.7510.5720.4940.8450.8160.7580.8470.5950.6030.5040.7700.7950.7420.4100.5380.7090.6000.7010.6180.6690.8830.8330.9010.8860.2310.7160.0790.0510.7030.1730.3310.0000.1230.5200.2060.0000.4220.5720.4080.3680.5100.2450.3310.5350.1750.5550.7140.3210.4640.5760.6640.4040.7390.5850.6780.4550.4230.7540.3830.9110.6950.7740.6660.7510.0810.0000.5740.1830.5360.5890.0000.5520.8760.3370.4910.4300.5000.8410.0000.000
rotated_30.7340.5730.4650.8040.7860.7500.8410.5060.5640.4080.7970.7780.5330.3950.5250.6990.5640.7290.5990.6610.8680.7930.8780.8650.0820.6350.2130.1010.6990.1300.3780.0000.1230.6190.0720.0000.4510.6000.4180.3230.5280.2790.3870.4020.1270.5000.6620.3360.3700.4820.6350.3470.7500.5850.7850.5070.4260.8180.4050.8780.6600.7520.6110.7380.0870.1700.5350.1280.5690.7550.0000.4730.8850.3830.4680.3260.5000.8550.0000.286
rotated_50.7470.6470.4650.8110.7950.7910.8860.5770.5980.4090.7240.7710.7060.4210.5050.7210.5710.7010.6330.6880.8730.7960.8820.8270.1100.5590.2020.0990.6920.1130.3160.0000.1070.5070.0850.0000.4360.5840.4340.3570.5330.2990.3250.4990.3070.4800.6900.4570.4670.5850.6060.3710.7000.6000.7130.4660.3860.8860.3610.8770.6840.7440.6080.7530.0890.0810.5280.1470.6880.7210.0000.4410.9150.4650.4740.3410.4290.8420.0000.000
rotated_100.7600.6380.4360.7820.8060.7730.8890.5440.6110.4650.8140.7660.7780.5090.5060.7300.6030.6560.6540.7100.8700.8180.8960.8930.1490.7200.1630.2440.7360.1710.3840.0000.1260.5940.1000.0000.4450.5440.4520.3590.5360.2630.3540.5540.2330.5200.7510.4010.3740.6690.6400.2810.8150.6640.6890.4360.3950.8250.3730.8880.7290.8730.5930.7800.0850.0480.6210.1970.6820.7940.0000.5240.8390.5000.4910.3510.6670.8540.0000.000
rotated_450.7620.5390.4760.7100.6900.6950.9740.4610.7430.3250.8420.8890.0000.1940.3390.6830.4900.7570.7250.7370.8920.8210.9190.9270.2880.4600.1150.3360.7770.2460.4870.3270.0930.4680.1450.0000.2960.5880.4430.3380.7010.2840.5730.0000.1330.6670.6870.2990.5970.5980.6500.5130.5900.5700.6020.5740.4320.6670.2850.8800.6910.7350.5990.7430.3480.2750.7250.2110.2500.3480.0000.7620.7570.5080.4930.0000.2610.7390.0000.136
rotated_600.7990.5140.4500.5570.6670.9090.9230.2910.5000.1321.0001.0000.0000.1670.3840.5590.5050.6980.6180.6880.9740.7330.9110.8980.2940.4680.2820.0000.7610.2680.4380.1400.0600.4450.0000.1300.2010.6370.3550.3330.5000.2160.4920.1090.0000.6340.7280.2410.4840.7520.6250.4820.6120.6450.7960.6490.3970.0000.4750.5740.6520.8350.4480.7480.3580.2170.5200.3030.0000.2500.0000.6430.5170.4080.4180.0000.0000.7560.0000.120
rotated_900.7850.4820.2890.6830.4620.8890.7570.3890.6670.0000.8000.7110.0000.0000.2340.4480.3330.9080.7240.6741.0000.8550.8900.9160.1430.7060.0000.0000.4390.1680.2550.0000.0000.3760.0000.0000.2050.3460.2190.1460.4000.0630.3980.1980.1890.6750.7180.3370.3590.6520.5050.3190.5580.6390.7370.3190.3210.2000.1730.4880.7020.5740.3770.5900.0000.1060.5000.2410.0000.2000.0000.3640.2350.1970.3400.0000.5450.7010.0000.214
flipH0.7280.5410.4660.7770.8450.8120.9240.5250.5660.3600.8480.8030.7910.4070.5470.6180.5980.7110.6710.7210.8860.6840.8290.8480.0320.6290.1840.1050.5320.1220.2690.0000.1440.5410.2550.0760.2450.5390.2900.3280.4580.2910.3590.3180.0000.4590.6630.4280.4450.5570.4800.3680.5750.5340.6800.3820.4240.8190.3900.8670.7170.7050.7470.7260.0380.0000.4580.2440.4420.6360.0000.4650.7570.3990.4350.2730.5140.8810.0000.333
flipV0.7790.5890.3850.7000.7050.8510.7050.3080.2860.1420.7060.8570.8000.3890.2830.5190.4360.8000.0000.3751.0000.7270.8460.8370.4440.5000.0000.3330.6320.1450.6670.0000.0580.3210.0000.0000.1330.5060.2770.1390.1870.2140.5140.3000.1690.4750.7410.4160.3440.5140.5850.2730.6000.6990.7370.4500.4110.0000.1670.6670.7990.6080.3720.8030.6000.1050.3480.2420.3700.5600.0000.7270.7500.3270.4030.4030.2500.6050.0001.000
dropout0.6730.6640.4420.8110.9700.8800.9070.4320.5230.4330.7230.8990.5770.4190.3510.5300.4600.6020.5380.5400.8440.5050.8950.9050.0000.5080.1080.0710.7820.0000.4290.0000.0000.5290.1000.0000.4850.5620.1980.5730.4790.1860.7270.3930.1060.4040.6300.0000.0000.5380.3020.2051.0000.3580.3070.2470.3900.7250.2090.8100.7660.7500.5270.9010.2730.0000.6550.1300.5220.9030.0000.2230.0000.6670.3670.2470.0000.5640.0000.000
Precision for model retinanet_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.7120.5740.4450.7740.7760.7850.8550.5320.5820.3490.7640.6230.6790.5130.5340.6460.6500.7590.7000.6600.8630.8250.8580.8430.1830.6480.1020.0330.6750.0960.4310.1380.0720.6050.2680.0500.3440.3370.3360.2990.3540.3020.4650.3820.1940.4210.6730.5110.5550.4550.5160.3710.5760.5350.6710.4720.4040.6750.4490.7880.6490.7440.6590.7060.0880.1210.4980.1740.4160.7510.0000.4540.8180.3490.3560.3530.6150.7290.3240.188
gaussianblur_10.7340.4960.4860.8020.7560.8260.8360.6110.4980.3400.7570.6800.6180.4710.5850.6650.6000.7050.5110.6730.8750.7440.9330.8210.2360.5910.1150.0470.7080.0710.3070.0000.0730.5680.1140.0000.3620.5220.4730.3760.5170.2960.3910.3410.0590.3930.7240.3380.4050.5870.4940.3250.6030.5330.7420.4180.4020.7140.3860.7870.6330.7510.6100.7610.0950.0460.5900.1260.4940.7010.0000.4020.7630.3580.4600.3440.6670.7460.0000.000
gaussianblur_100.7220.0000.3450.0001.0000.6000.4210.5000.0000.0000.4231.0000.5000.0000.2730.0660.1180.4000.0001.0000.8891.0000.5001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0230.0000.1540.0000.0000.0000.5650.7570.1410.0000.2670.0000.8001.0000.4230.8570.2860.0000.0000.0000.0000.8000.8570.3210.6670.0000.0000.0000.0001.0000.0000.0000.3330.0000.0000.0000.0000.0001.0000.0000.000
gaussianblur_200.5310.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7400.0000.3760.7250.6920.8360.6720.3810.2490.1530.4080.7500.5000.4520.6250.4710.4580.5020.6470.4040.7460.7691.0000.9120.0000.4090.0000.0000.5080.1690.0000.0000.0000.4520.0000.0000.0000.4630.3600.3280.9090.2790.0000.1000.0000.5240.7320.3910.4000.5520.3430.3090.8440.6490.4340.2180.3330.7500.2730.8330.5590.9410.4050.6390.3330.0000.6110.1250.3330.4550.0000.3780.5690.0000.4490.0670.0000.6330.0000.000
superpixels_0p50.7111.0000.2901.0000.6550.6100.5610.1760.1430.0400.2820.7200.6670.2310.4440.4290.4290.5710.0000.0000.5000.0001.0000.7060.0000.2610.0000.0000.0000.0000.0000.0000.0000.2420.0000.0000.0000.0000.0000.2000.5000.3330.0000.1460.0000.6000.5000.2861.0000.5000.4830.6150.0000.6000.4870.1170.2731.0000.0001.0000.4551.0000.2980.0001.0000.0001.0000.0000.5000.5000.0000.0000.5790.0000.4100.1280.0000.5000.0000.000
superpixels_0p850.6930.0000.1200.0000.4000.0000.3330.1460.0000.0150.0720.4400.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0980.0000.0000.0000.0000.0000.0000.0000.3330.0000.0000.0000.0001.0000.2500.0000.6000.0000.0000.0000.0000.0000.0000.0001.0000.0001.0000.0000.0000.2860.1560.0000.0000.3750.0000.0000.0000.2500.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.5000.0000.0000.0000.000
colorspace_250.7370.5250.4660.8190.7400.7820.8130.5320.6050.2720.7480.6900.7000.3620.5180.6150.5780.6670.5140.5650.9430.8140.8950.8440.2220.5600.1400.0560.6230.0710.4020.0000.0620.6230.0000.0000.3920.5750.3430.3260.4670.2190.4620.2350.1210.3600.6350.1860.6670.5000.3180.0001.0000.6300.8250.3720.4260.6860.3430.8360.6480.7530.6170.7910.1020.1080.5190.1140.5570.7160.0000.4240.7150.4860.4420.3120.6670.7560.0000.000
colorspace_500.7450.5090.4580.8400.7700.7270.7860.5240.6650.2880.6290.8260.6000.3230.4270.6320.5830.6950.5570.5240.9160.7500.8980.8570.2230.4780.0480.0000.7180.0780.3410.0000.0440.5420.1440.0000.3260.5410.3630.3060.4910.2350.6000.3520.2560.4270.7920.2551.0001.0000.3310.0000.0000.2160.8570.1970.4010.7940.3010.7660.6960.7490.6170.7550.0950.1200.4870.1030.5680.8440.0000.3940.7670.4400.4740.3480.6150.7320.0000.000
averageblur_5_110.7400.5330.5050.8660.8520.8320.7240.6200.5870.3910.8040.7860.7270.3960.5290.4680.5430.6570.5590.6840.8060.7410.9260.9330.1850.6680.2030.0570.6080.0870.3230.0000.0000.4980.0000.0000.4540.5600.4710.4770.4390.2720.5770.2570.1640.4420.7390.3330.5290.6220.4740.3570.8730.5350.9180.4080.4340.9350.4030.7790.6360.7780.5950.7490.1540.0000.7030.1650.4740.5710.0000.4001.0000.4700.5040.3410.5000.8230.0000.000
medianblur_10.7210.5880.5040.8270.7780.8730.7570.5890.6020.3390.7840.7670.6670.4780.3880.6270.4790.6600.6330.6420.7900.7730.9010.8920.2610.5630.0000.1000.6670.0780.3390.0000.0680.4710.1850.0000.4340.4780.4780.3870.6060.2970.5400.4290.1960.4570.5840.2130.5540.5920.4860.3400.7500.5360.6790.4040.4350.7790.6960.7880.6360.7960.6140.7090.1120.1250.6560.1490.4670.7980.0000.3150.8300.4320.6460.3810.4290.8180.0000.000
sharpen_00.7300.4510.4250.7840.7670.8310.8560.6090.5120.3790.7380.6980.6790.3560.3770.6590.5570.6770.5770.6320.8590.8430.8640.8110.2450.5730.2080.0000.5210.0790.3590.0000.0880.4950.0000.0000.3730.5160.3770.3650.5240.2760.5640.3970.0000.4450.5660.3200.3100.5620.4650.4470.7590.5780.8700.3670.3930.6330.3790.8460.6650.7280.6070.8300.1130.0500.5050.1090.5770.7110.0000.3990.7770.4290.5020.3080.3330.7150.0000.000
sharpen_10.7360.4680.4500.7940.7610.8270.8480.5120.5380.3320.7090.6120.7650.3790.4340.6670.6280.6980.4840.6090.8790.8330.8920.8030.1480.6340.1870.0000.5080.0850.4070.0000.0890.5170.0000.0000.3850.5530.3870.3760.4990.2560.6310.3360.1410.3780.5220.3960.3700.5180.5570.3590.8720.5430.8130.3300.4140.6340.3760.8930.6280.7430.5970.7940.1270.1370.5380.1120.4860.6770.0000.3350.7040.4990.4680.3610.8000.7630.0000.000
sharpen_20.7350.4380.4620.7990.7830.8140.8400.5340.5850.3540.7480.6820.7780.4050.4690.6300.6150.7070.5500.6130.8840.8610.8710.8110.2520.6180.1480.0000.4840.0770.2990.0000.0450.5150.0000.0000.3740.5490.3730.3300.5150.3040.5420.2580.1470.4400.6640.4270.5200.5760.4730.3650.8250.5350.7910.3550.4280.7050.4010.7440.6270.7860.5660.7790.1500.0680.5400.1150.5450.6880.0000.4110.7570.4230.4620.3170.7500.6710.0000.000
addintensity_-800.7330.5200.4220.8170.8220.8280.8370.5200.5080.2270.7810.6820.6670.4140.5610.5750.5380.6640.5690.6400.9020.7140.8960.8450.0630.6530.1130.0530.4760.0830.1640.0000.0790.5140.1280.0000.3980.5380.4140.3270.4650.2590.5230.3440.2670.4570.7840.3080.2990.3490.5350.4930.7500.4870.7860.3590.4210.7830.3170.8040.6750.7270.5080.7910.1090.0640.4720.1240.5450.5440.0000.3890.7460.4070.3840.2920.5710.8670.0000.000
addintensity_800.7250.5650.4420.7940.7430.7350.8270.5520.5220.3290.8160.7300.7000.4600.5710.6440.6070.6960.7330.6340.8660.7940.9000.8080.1670.5270.1170.0570.6040.0660.2590.0000.0000.5430.0000.0000.3620.5280.3680.3300.4670.2700.3330.3350.2560.4270.7260.3210.5000.5930.5030.3700.7270.5300.7170.4150.4110.6790.3590.8390.6810.7500.6080.7970.0940.0900.5300.0950.4950.7780.0000.3970.7200.4690.4790.2920.6000.7920.0000.000
elementrandomintensity_10.7050.4090.4280.8600.8450.8270.8220.4430.4650.3110.5760.7890.4290.2650.3760.4330.3480.5890.4680.4070.8320.6290.9360.7340.0000.5050.1300.0560.4800.0000.3610.0000.0000.6160.0000.0000.2720.4900.3630.2940.4690.2560.8180.8000.0000.2880.4970.2270.2990.3570.2240.3331.0000.6140.2770.2110.3130.9050.0380.7390.6730.7610.6630.7890.3000.0000.0000.0000.6670.2500.0000.2001.0000.0000.3210.2710.0000.5810.0000.000
multiplyintensity_0p250.7460.5850.4860.9040.7710.8880.8630.5400.4820.2900.8180.7610.6000.4120.6170.6230.6200.7430.6520.6230.9010.8850.9260.8680.2140.6600.0890.0000.7240.1060.2170.0000.0580.5340.1260.0000.3420.5110.4620.3580.5640.2090.5920.3050.0000.4540.6920.2310.1740.6500.5000.3870.8420.5520.8520.3070.4120.6730.4180.8000.6660.7690.5790.7730.1130.1020.4980.0830.5120.8990.0000.4480.9050.4410.4450.3460.6000.8130.0000.000
multiplyintensity_20.7280.5810.4460.7800.7460.7480.8550.5560.6040.3060.7390.5930.7300.3590.5050.6490.6350.6690.6720.6090.9000.8390.9130.8020.1950.4990.0770.0000.5710.0730.3380.0000.0450.4850.0000.0000.3970.4720.3820.3100.4490.2330.4320.3460.0000.3190.5840.3080.4930.5040.5060.3510.6150.4970.7460.3880.4240.6590.3250.8440.7400.7280.6370.7950.1230.1510.4040.1050.3750.6580.0000.4070.8050.4030.4970.3300.6670.6940.0000.000
contrastnormalization_00.7390.4450.4560.7800.7470.7500.8010.5940.5940.3240.7510.6840.6670.3730.5370.6260.5720.7200.6390.6920.8700.8240.9000.8680.2950.6460.0830.0500.5760.0620.2700.0000.0380.5110.0830.0000.3420.5360.3720.3360.4040.2300.4700.2980.2780.3670.7610.2190.1970.5920.5690.2240.6730.5390.8100.4040.4360.6800.3660.8710.5810.7290.6040.7630.0770.0700.4970.1140.5650.6610.0000.4550.8210.3940.4570.3020.5000.7700.0000.000
contrastnormalization_10.7350.3970.4230.7920.7380.7870.8370.6720.5770.3930.7660.6210.6250.3780.5480.6740.6160.6650.6370.6690.8980.7650.8860.8050.3380.6080.1170.0530.5980.0590.3370.0000.0740.5360.0680.0000.3130.5530.4040.3310.5030.2750.3830.3300.1090.3990.6580.3540.4960.6070.5420.2790.7210.6190.7630.5100.4240.7520.3230.8010.6320.7680.5910.7680.0810.0490.5360.0830.5330.7780.0000.3990.7210.4870.4460.2980.7500.8170.0000.000
contrastnormalization_20.7330.5540.4640.7730.7920.7810.8480.6200.5570.2670.7250.7210.7500.4280.5230.6360.6480.6510.5860.7060.8870.7950.8920.8340.1880.6430.0910.0000.5540.0660.3760.0000.0790.5000.0000.0000.3860.5550.3900.3180.4940.2510.3630.1880.0690.4260.6200.3610.3770.4920.6000.3960.5530.5670.7240.3670.4000.7310.3380.8170.5810.7880.6850.7680.0940.0560.4880.0820.7240.7610.0000.4580.8130.4300.4510.2800.6000.7540.0000.000
elastic_10.7350.0000.3630.5000.8000.5710.7860.6140.2500.3080.4121.0000.4000.6050.3530.5430.2690.5740.7270.2500.7510.4781.0000.7860.0000.2830.0000.1670.0000.0850.0000.0000.0000.3050.0000.0000.0000.3311.0001.0001.0000.3640.0000.0000.0000.6050.6820.2350.0000.6770.2170.4291.0000.5540.4500.1880.1800.7000.1510.6000.7740.6230.3331.0000.0000.0000.0000.0000.0000.0000.0000.2000.0000.0000.0000.3531.0000.5420.0000.000
scaled_1p250.7840.5460.4960.7870.8340.8690.8990.5900.7550.4430.7730.7460.8750.4750.6040.7290.6370.7220.6220.7700.9170.8330.9140.9560.2270.7440.1940.2620.7340.4450.3440.0000.1670.6260.2690.0000.3790.6070.4890.3320.5750.3110.3840.6070.1800.5590.8640.4240.4100.5540.6610.4880.8420.7200.7400.6160.5080.7870.3280.8420.7140.8420.7160.8240.1090.0500.5510.2860.4530.7500.0000.5810.9810.5770.6240.3320.6670.8190.0000.000
scaled_0p750.6210.3600.2250.7270.7060.7070.8490.5220.4070.1730.6750.6320.7430.3920.6500.5870.5490.6400.5070.6090.8350.7410.8410.7850.0260.5140.0780.0000.5680.0000.2480.0000.0000.4520.0000.0000.2560.3410.0980.1900.2370.1340.0590.2200.1770.3000.6540.2220.3540.3180.3510.3600.7080.3710.7380.2950.2660.6130.1920.8430.5460.5790.4590.6450.0970.0590.3230.0700.2860.6940.0000.2270.6550.3840.3420.2260.5710.6810.0000.000
scaled_0p50.4950.3680.1390.5700.5810.6910.7500.4770.1830.0370.4900.3660.5830.3350.3180.5160.4740.4710.4870.5190.5920.6750.6750.7030.0000.4290.0000.0000.3800.0000.2190.0000.0000.3370.0000.0000.0250.3350.0190.1160.1120.0530.0000.0520.0000.2060.5730.1020.5330.1340.2500.0820.6900.4260.5110.2880.1140.4210.1620.9090.6370.4060.3220.4820.0000.0000.0410.1300.4090.4660.0000.2010.6270.2100.1940.1590.6670.4860.0000.000
scaled_(1p25, 1p0)0.7680.5150.4210.7620.8020.8150.8910.6460.6830.4020.7490.7790.8240.4280.5310.7670.6200.7910.6080.7070.9170.8500.9060.9160.2450.6050.1810.1230.7690.2240.3220.0000.1390.6180.1020.0000.3600.5730.3430.3220.6370.3140.3990.5020.2670.4490.7110.3320.4590.6530.6080.3950.8030.5480.7790.5100.4710.8040.3260.8350.6460.7630.6750.7780.0960.0540.5040.1320.4900.8100.0000.5940.8550.5010.4950.2731.0000.8020.0000.000
scaled_(0p75, 1p0)0.6850.5170.2920.7370.7840.7950.8680.5340.5360.1710.7240.6910.6430.3730.6140.5990.5340.6690.5000.6140.8070.7500.8620.7830.1290.6450.0700.0740.5050.0000.2900.0000.0450.4970.0000.0000.3230.4590.2940.2500.4300.2030.2840.3770.1340.4000.6600.2180.3300.3830.4260.2460.6080.4880.8260.3410.2840.7670.2870.9230.5770.6110.5870.7350.0940.0000.3870.1200.6210.6480.0000.3140.7220.3040.3700.2720.7500.7610.0000.333
scaled_(1p0, 1p25)0.7460.5270.4820.8550.8550.7750.8460.5180.6010.5060.7830.7200.6100.3540.5910.7050.6300.6860.6690.6490.8950.8160.8960.8750.1440.7290.2040.1110.7130.1770.3490.0000.1190.5950.2490.0000.4310.5790.4450.3360.5520.2610.4680.4040.1930.4710.7250.2200.4290.5180.5520.4050.8680.6150.7120.5430.3950.7380.4140.9410.6840.7960.6200.7880.1060.0590.5600.2210.4330.7630.0000.4940.8600.4680.4740.4070.5000.8020.0000.250
scaled_(1p0, 0p75)0.6900.4590.3560.7470.6990.7710.8280.5070.4100.1880.6340.6760.8330.4160.5570.5890.6180.7610.5430.6900.8710.7910.8340.8150.1190.4690.0720.0000.6980.0690.3580.0000.0450.4360.0000.0000.2780.5130.2660.2750.3530.1840.4640.3980.2180.3350.6440.1860.4170.4960.5080.2690.7730.4570.7770.3710.3980.7550.2400.8540.6450.7220.5230.6790.0920.0550.5950.0540.5290.7180.0000.4500.7600.3730.3440.4150.7500.6900.0000.000
translate_(0p1, 0p1)0.6830.4520.2880.6790.7150.7250.8290.4660.4880.1340.6980.7990.6810.3740.5520.5780.5990.6730.5580.6980.8640.7780.8530.8350.0000.5510.0630.0510.5950.0640.3150.0000.0520.5200.0000.0000.3020.4660.2260.1850.3430.1200.4920.3130.1100.3650.5930.2000.3660.3350.4760.2540.7250.5110.7820.3670.3640.7920.1780.8880.6490.7060.5500.6030.0900.0810.3630.0700.5450.6920.0000.3680.7460.2630.3400.3231.0000.6930.0000.000
translate_(0p1, -0p1)0.7310.5510.4220.8060.8280.8480.8360.5720.5800.3930.7330.8080.6400.4010.5360.6330.6400.7020.5740.6970.9050.8000.8900.8850.1550.7110.1330.0540.6520.1520.2870.0000.0500.5510.1800.0000.3630.5450.3390.2840.4410.2300.5540.4250.1580.4580.6570.2410.4880.5660.5670.3070.7410.5510.7790.4570.4560.8050.3680.9290.6150.7420.6710.7320.0780.0930.4810.1070.6230.7330.0000.4530.8710.2950.4340.2580.6670.7800.0000.000
translate_(-0p1, 0p1)0.7180.4330.3420.7580.7640.7630.8090.6180.5630.2220.7230.9410.6000.3550.6320.6860.5730.6520.5670.6540.8960.8820.8720.8590.0570.5800.1380.2010.7050.1140.3670.0000.1050.5970.0000.0000.3870.5860.3130.2750.5160.1860.2690.4390.1420.4390.6220.3210.4110.5300.5460.4230.8950.4920.7400.5010.3720.7120.3270.8820.6940.8010.5680.7850.0780.0520.5250.1100.7080.6730.0000.5130.8340.4680.3860.2620.6000.7730.0000.000
translate_(-0p1, -0p1)0.7610.5110.4690.8040.8740.8950.8020.5940.6350.4430.7610.8490.8670.4740.6600.7690.7110.6950.5640.7770.9210.8650.9030.8440.2900.8170.0870.2640.7240.4210.3500.0000.1800.6240.3760.0760.4090.6350.4540.3410.5250.3050.3470.5610.2850.5040.8170.3140.4630.6270.6090.5020.8610.6630.7380.5520.4810.7660.4220.8750.6970.7910.7120.8140.0910.0450.6490.2220.5450.7590.0000.5670.8840.4800.6020.2980.6670.8790.0000.000
translate_(0p1, 0)0.7150.4590.3210.7720.7440.7550.8850.5710.6010.2670.7660.6150.6810.3640.4880.5810.5960.7000.5190.6950.9040.7790.8940.8670.0670.5350.1050.0520.5080.0620.2920.0000.0470.5380.0000.0000.3220.4720.2840.1970.4990.2170.6370.3210.1090.3940.5480.1930.3590.4070.4520.2390.7480.5500.7100.4220.3750.7690.3390.8890.6170.6980.6160.7310.0990.0540.4760.0950.6080.7240.0000.3400.8720.2890.3960.3750.7500.7330.0000.000
translate_(-0p1, 0)0.7490.5380.4050.7750.7810.8400.8460.5750.6980.3630.7820.7170.7640.4980.5600.7410.5770.7240.5830.7000.9030.8160.9000.8800.2430.6430.1220.1810.7160.2210.2130.0000.1010.6170.1160.0000.4520.5930.3580.3050.5460.2920.4460.5360.1450.5270.7660.3220.5210.5960.5660.4480.8240.6130.7560.5020.4150.7460.3630.9270.7060.7490.6330.8010.1090.0480.5850.1320.5270.7740.0000.4720.8310.4000.5180.2740.6000.7680.0000.000
translate_(0, 0p1)0.7040.5050.3670.7600.7410.7100.8060.5220.5760.2320.7520.7410.6670.3750.5490.6530.5670.6620.5450.6670.8870.7780.8790.8070.0960.5290.0660.0530.6000.0630.3280.0000.0870.5400.0000.0000.3170.5230.3320.3050.3910.2480.3970.4060.1720.3910.6180.1670.4710.3550.5250.3370.6800.4860.7250.4200.3810.7470.2570.9240.6280.7470.5580.7170.0770.1530.6030.1020.4950.6410.0000.4140.8010.4400.3820.3601.0000.7380.0000.000
translate_(0, -0p1)0.7450.6000.5040.8030.8070.7970.8020.6090.6510.4950.7790.6900.7780.4750.6130.6980.6460.6880.5600.6360.9050.8420.8890.8610.3130.7530.0830.0510.7240.1930.3320.0000.1190.6030.2520.0000.4420.6280.4350.3730.4560.2660.4210.4020.3440.5010.7240.3490.4630.6240.5950.4150.7400.6080.7400.4460.4320.7110.4060.9020.6330.8060.6510.7220.0740.0960.5250.2090.6820.6830.0000.5720.9030.3850.5080.3260.6000.8290.0000.000
rotated_30.7420.5550.4760.7790.7520.7940.8130.6580.5860.4000.7740.7410.6140.4000.5110.6890.6270.6730.5520.6720.8880.8250.9020.8270.3090.6250.1300.0920.7530.1150.3040.0000.1420.5430.1040.0000.4400.6190.4400.3200.5320.2780.3490.4750.2690.4820.6570.3520.5110.5920.6540.3300.7300.5800.8560.4810.4030.7390.3660.8450.7330.8060.6200.7820.0760.0990.4730.0990.5190.6730.0000.3770.8580.4280.4860.3880.6670.7870.0000.308
rotated_50.7500.5520.4860.8350.7660.8000.8420.6150.5740.4400.7840.6860.5560.4580.5520.7620.5810.6790.5770.6930.8700.8240.8780.8370.2160.5910.1210.1860.7390.1250.2710.0000.1160.5510.0880.0000.4210.5680.4380.3430.4980.2840.4780.4750.1480.4610.7650.2730.4580.6100.5620.3070.6910.6170.7290.4530.3880.7660.4180.8930.7150.7970.6200.7530.0800.0910.6020.1590.6590.7230.0000.4440.8890.4920.4690.3880.5000.8190.0000.000
rotated_100.7510.6280.4750.8080.7890.8220.8990.5380.6020.5280.7740.7410.6840.5440.5750.7170.5970.6530.5780.6970.9170.8480.9010.8440.1500.6160.1710.2660.6720.1610.2920.0000.1260.5350.1160.0000.4140.5220.4140.3640.6330.2930.3520.4950.3530.4850.7150.3010.4840.6210.5970.3270.7720.6450.7930.5800.4440.7560.2980.8840.7110.8320.5710.7490.1570.1280.6320.2100.7460.7660.0000.4990.7940.4660.5360.3721.0000.7970.0000.353
rotated_450.7610.6230.5240.6520.8090.8050.9680.4200.4440.3680.8890.8211.0000.3500.4680.7050.5770.7550.7520.7540.9280.7500.9280.9340.1500.4730.3100.4600.7850.1510.5770.4990.1170.4750.0000.1130.2660.5960.4370.3380.7560.2550.5590.1480.3720.6780.6860.3340.6200.6440.6090.4000.7070.6070.7190.6220.4600.5000.3760.7880.6670.7940.7700.7360.4760.2330.5010.2400.5000.5000.0000.4721.0000.4990.5040.0000.5710.7860.0000.125
rotated_600.7890.4790.5370.6650.7690.7140.7980.4070.6670.2080.8890.8000.0000.2170.4550.6210.5630.8590.5850.8120.9680.6730.8960.9360.0000.4920.1620.8890.7090.2190.3600.2300.1170.4500.2220.0000.2390.4830.4130.3070.8180.1940.6000.1270.2950.6720.6370.3090.5990.6520.5680.4820.6900.6360.7710.6460.2930.0000.3700.6670.6350.8980.6260.6770.3870.2950.5940.3080.0000.8000.0000.4380.5170.2960.4570.0000.0000.6640.0000.235
rotated_900.7900.6640.1890.7790.6000.7500.9270.3890.5000.0510.9570.7270.0000.1000.3630.4770.3611.0000.6890.8170.9320.8400.8820.8930.1000.5850.1710.1430.7140.2080.2940.0000.0560.3640.0000.1360.2610.4570.2680.2200.4000.1350.4780.1050.2450.5540.6070.3530.4500.6430.5520.1960.5710.6980.7140.7400.2500.6000.3900.5920.7350.6560.3440.3090.2310.1440.5170.2050.0000.2000.0000.2730.5000.2110.3860.0000.2860.6080.0000.667
flipH0.7210.5230.4550.7750.8090.8040.8920.5400.6130.3340.8410.6410.7590.5710.5580.6240.5950.6800.6870.6980.8680.7690.8320.8540.0920.6120.2320.1030.5130.1560.2860.0000.1770.5950.4070.0730.2660.5510.3130.2910.3970.3380.4750.3920.1720.4760.6870.3340.5410.6040.4810.2930.6960.5270.7780.3700.4390.6740.3840.8540.6960.7080.6870.7460.0890.1610.4990.1830.5830.6270.0000.5150.8060.3490.4620.2890.6670.8630.0000.000
flipV0.7830.5000.6050.7810.6920.8840.7250.3000.1600.1530.8090.6980.6670.3560.3250.5450.3330.6821.0000.5000.9460.6150.8310.8140.2130.5910.0000.6670.6300.1880.3390.5360.1100.4140.0000.0000.2430.4100.2610.2200.2010.1280.4810.3060.1220.4250.7230.3480.2250.4050.6000.3270.4000.6510.7370.2820.2671.0000.1560.5880.6270.7570.3490.7130.4620.1530.4830.1740.2820.8050.0000.3890.7210.4270.3900.2190.5710.6740.0000.000
dropout0.7190.7280.4520.8541.0000.8500.9280.4750.5360.3050.6710.8930.6670.2790.3340.5350.3270.6510.6060.5290.9210.8120.9350.8700.0000.3600.0710.0430.6270.0000.6580.0000.0000.6430.0920.0000.3500.4890.4300.4630.4250.3860.8280.7320.0000.3610.6070.3280.1830.7000.3760.2820.7500.5950.4000.2560.3960.7360.2850.5750.6900.5780.5030.7910.2610.0000.9140.0000.5000.7390.0000.3530.7500.4000.3920.2060.5000.5610.0000.000
Precision for model retinanet_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.7150.5690.4320.7630.7820.7810.9220.5140.5670.3370.7540.6140.6750.5170.5540.6580.6370.7560.7440.6750.8630.8380.8580.8440.1830.6650.1320.0060.6560.1040.3470.1490.0860.6550.2190.1080.3670.3260.3220.3240.3820.3150.4540.4450.2510.4270.6310.5530.5530.4090.5040.3020.6240.5750.6720.4620.4070.6710.4720.7660.5820.7460.6650.7000.0750.1420.5780.1950.5410.6940.0000.4580.7990.3460.3500.3420.6240.7640.0000.231
gaussianblur_10.7320.5750.4560.8220.7530.7770.9230.5950.5670.3010.7860.8320.5910.4660.5560.6310.6840.7870.6490.6600.8580.7600.9000.8490.1500.5930.1570.0000.6150.0640.2260.0000.1100.5590.0710.0000.4110.5740.4140.3670.5910.2830.5150.3950.0880.4380.5590.3260.4410.6310.5500.3870.6950.5390.6820.3870.4590.7820.3850.8840.6140.8010.5720.8160.0880.1320.5970.1300.5850.7720.0000.3350.6910.4330.4160.3340.5000.8330.0000.240
gaussianblur_100.6620.0000.7331.0001.0000.5001.0000.6670.0000.4291.0001.0000.0000.0000.0000.4090.1601.0000.0000.0000.8821.0000.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.0000.0000.0000.0300.0000.3050.0000.0000.0000.4120.6250.0000.0000.3750.3330.4001.0000.5001.0000.1670.0000.0000.0000.8571.0001.0000.2371.0000.0000.0000.0000.0000.5000.0000.0000.0000.0000.0000.0000.0000.0001.0000.0000.000
gaussianblur_200.4960.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.7400.5580.3790.9180.7690.6760.7750.2860.2000.1410.5030.6130.6000.4100.5520.7610.5510.7210.5670.5510.7930.6330.9600.9410.0000.5110.0000.1090.5280.0000.0000.0000.1220.3960.0000.0000.2760.4830.5040.3110.5000.3641.0000.4440.0000.4310.7500.3190.1000.6400.4370.3120.5620.5820.3840.1530.4390.8570.1850.8460.6610.8920.3930.6730.0000.0000.6260.2140.3080.5220.0000.3210.6470.0000.5850.3851.0000.7080.0000.000
superpixels_0p50.6870.0000.2431.0000.8460.6920.4190.1760.1050.0550.2650.5761.0000.2000.3480.5880.3871.0000.1760.2860.6920.5711.0001.0000.0000.3370.0000.2861.0000.0000.0000.0000.0000.2790.0000.0000.0000.0000.2000.2090.0000.2731.0000.0000.0000.3910.6000.1180.0000.3680.4900.6060.8000.5000.2860.1090.2031.0000.1461.0000.4000.8180.3441.0000.0000.0000.0000.0000.5001.0000.0000.0000.6920.0000.4830.1220.0000.7270.0000.000
superpixels_0p850.5860.0000.1180.0000.0000.0001.0000.2500.0000.0120.1600.3330.0000.0000.1540.0000.0000.0000.0000.0000.0000.0001.0000.0000.0000.7140.0000.0000.0000.0000.0000.0000.0000.3330.0000.0000.0001.0001.0001.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.5000.0000.0000.0000.0000.1670.0000.0000.1600.0000.0001.0000.2310.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
colorspace_250.7330.5240.4800.8460.7690.8100.8970.5520.6270.3050.7330.8800.6670.4180.4990.6270.6160.8480.6770.6150.8870.8330.8860.8610.2500.5380.1240.0470.5730.0580.2920.0000.0740.5330.0000.0000.4400.5370.4270.3250.5080.2410.5050.3770.3270.3640.6350.2950.5430.7500.3320.0001.0000.5830.5970.3480.3980.6880.2860.8450.6440.7770.5650.7570.1010.0700.6160.1210.7620.7990.0000.3970.6760.4280.4890.3550.5000.8140.0000.250
colorspace_500.7470.5170.4810.8770.8160.7960.8820.5560.5590.3300.7120.9090.5700.3630.5010.6180.6200.7640.6520.5870.8680.8110.8930.8570.2380.4750.1650.0440.5400.0650.3180.0000.0850.5240.0000.0000.4400.4840.3710.3220.4600.2480.4090.3670.1690.3830.6470.3001.0000.4900.3520.0000.0000.4910.8700.2140.4030.7470.3670.8700.6560.7740.6230.7100.0890.0000.5740.1400.8000.8110.0000.4070.6640.4020.4600.3340.5000.7530.0000.261
averageblur_5_110.7400.5490.5010.8620.8340.7770.7940.6160.6860.3690.7610.9060.4980.3240.6770.5680.6020.7580.6110.7290.7890.7580.9280.8700.0000.6130.2710.0000.5220.0880.3120.0000.0810.5510.0000.0000.3800.5700.4390.4190.6280.3050.6340.2140.1920.4230.6360.2990.5490.5310.5230.3730.6560.5260.7980.3870.4190.8750.2830.6750.6780.7600.5400.7190.1610.1100.3990.1280.4000.8200.0000.4400.8180.3910.4840.4110.5000.8020.0000.222
medianblur_10.7260.5900.4600.8290.8260.8210.8430.6650.4840.2710.7990.8070.9650.3590.3710.5880.5730.7160.7010.6280.8480.7790.9030.9320.1690.5080.0970.0000.6970.0960.2370.0000.1290.4840.0000.1350.3910.5320.4270.3830.5810.3300.4940.3220.0830.4520.4910.3040.6280.5810.4600.3500.7830.5480.6380.3520.3910.7690.4390.7870.6780.7940.5260.8120.1090.0480.5930.1090.6320.7290.0000.3660.7360.2910.5620.3440.0000.7420.0000.245
sharpen_00.7290.4340.4440.7410.7990.7800.7880.5850.5550.3460.7990.8070.6890.4310.3740.6770.6450.7620.5740.6670.8420.8420.8580.8020.2740.5500.1290.0880.6370.0710.4730.0000.0930.5480.0900.0770.4430.5420.3090.3820.4620.2410.3940.4440.1550.4290.6290.2470.3570.6540.4700.3490.8530.6020.7960.3180.4280.6690.3240.8540.6500.8020.6010.8190.1540.0630.4850.1170.5450.7030.0000.4330.7960.3840.4670.2930.5000.7350.0000.000
sharpen_10.7320.4750.4440.8150.7320.7610.8470.5640.5380.3280.7430.7530.6860.4750.4610.6390.6100.7400.5900.5840.8150.8080.8670.8140.2520.5720.1250.0000.5470.0710.4000.0000.0980.4990.0910.0630.3830.5840.3190.3800.5360.2530.4910.5430.2790.3890.6370.3040.3730.5800.5340.3280.7980.5270.7260.3700.4070.6100.3170.8140.6440.8540.5880.7920.1270.1070.5960.0980.7240.7160.0000.4550.8330.3420.4500.2720.3750.7480.0000.308
sharpen_20.7290.4330.4630.8140.7140.7880.8320.5180.5950.3800.7400.7800.6520.4030.5330.6630.7110.7470.6150.6590.8310.8850.8780.8100.2300.6720.1200.0000.5450.0690.3390.0000.1380.4810.0000.0740.3760.5000.4110.3740.5370.2890.4400.4380.1680.3730.6660.2660.4780.6910.5320.3260.6920.5780.7810.3510.4090.6370.3150.7410.6510.7670.5870.8170.1370.1110.5110.1190.5520.6570.0000.4380.8460.3990.4380.3060.5220.7420.0000.214
addintensity_-800.7380.5430.4370.7710.7730.8460.9170.6010.5200.2810.8120.7780.5000.5100.5010.5760.5990.7380.6490.5930.8740.6980.8900.8940.2020.5450.2090.0000.6620.0710.2430.0000.1230.5450.0810.0000.3960.5620.3400.2960.5880.2600.4040.2990.2300.4310.4810.2660.4040.4490.4980.3410.6980.4900.8600.2820.4400.6870.3170.9050.6640.7620.5030.8570.0000.0440.5920.1240.5000.6310.0000.3870.7320.4370.4210.3230.4440.8140.0000.211
addintensity_800.7270.5040.4470.8210.7360.8130.9020.5350.5530.2830.8120.7520.6220.4740.5320.6590.6650.7520.6520.6370.8580.7650.8590.8240.2390.4900.1630.1160.5900.0590.2900.0000.1210.5110.0000.0000.4280.5500.3580.3720.5260.2490.4690.4900.1820.4430.6030.2420.5170.6730.6090.2990.6790.5100.7240.4150.4080.6560.3940.8620.6630.8120.5820.7590.0980.1060.6870.1080.5850.8590.0000.3960.7820.4010.4620.3130.5000.7550.0000.309
elementrandomintensity_10.6740.5240.4400.8860.8500.7820.9390.5480.3170.2970.5300.8380.3850.2640.3980.5200.5150.6490.5050.5000.6800.7530.9460.8280.0000.5920.0900.0500.5790.0980.3930.0000.0000.5700.0000.0000.4440.3310.4000.2240.6110.2860.8570.0000.0000.3880.5090.0910.0000.7340.2520.0000.7500.5060.2390.1530.3520.7100.2250.5740.6430.8010.6360.8470.0000.0001.0000.0411.0001.0000.0000.2650.6670.0000.3660.4670.3330.6250.0000.000
multiplyintensity_0p250.7440.5120.4950.8170.7850.8360.9250.6300.5680.3730.7240.9060.5710.4270.5590.6210.6550.7510.7030.7210.8700.7860.8740.8860.1820.6660.1160.0000.6560.0830.3190.0000.0610.5260.0000.0000.3730.5370.3840.3880.6660.2350.6230.2770.1540.4310.6800.1380.3930.6710.5020.3940.7240.5740.7340.3560.4260.7140.3690.7810.7580.6720.5450.7930.1040.0500.5260.1810.3810.8650.0000.4390.7920.3720.4770.3530.5000.7590.0000.300
multiplyintensity_20.7180.5980.4500.8380.7800.8130.9020.5090.5350.2900.7880.7620.6560.4020.4970.6310.6590.7070.6680.6230.9080.7610.9080.8370.2180.5200.1610.0440.6670.0670.3090.0000.0490.5000.0000.0270.3990.4990.3670.3090.4500.3040.4680.4380.2240.3520.5330.3180.4360.4390.5260.3690.6430.5010.6780.3740.3970.6280.3210.8930.6330.7670.6010.7740.1240.1480.6170.1290.4850.7240.0000.4090.6750.3220.4340.3420.5000.7380.0000.194
contrastnormalization_00.7260.5530.4580.8000.7680.7590.8560.5610.6130.3230.7330.7940.6250.4360.5460.7020.6340.7590.6410.7150.8780.8120.8690.8360.3460.5690.1370.0430.6290.0670.2420.0000.1350.6250.0770.0890.4010.5680.4230.3580.5210.2460.3830.4160.3490.4000.5840.3190.2230.6230.5540.3290.7090.5720.8310.4520.4370.7310.3110.8420.5890.7430.5890.7120.1000.0640.6190.1070.5750.8110.0000.3900.8280.4640.4460.3280.3330.7190.0000.231
contrastnormalization_10.7320.4720.4630.8410.8070.8050.9030.6080.5930.3210.8100.7040.6670.3850.5110.6430.7210.7560.6400.7400.8560.7780.8710.8220.3100.5760.1640.0460.6460.0620.2540.0000.1190.5230.1000.0770.4020.5470.3700.3550.4600.2510.3360.5340.3120.4240.6000.2200.5540.5800.5200.3090.7110.5800.8020.5330.4050.7610.3010.8710.6250.8330.5500.7630.0000.1060.6330.1290.6400.8270.0000.3950.7260.3710.4600.3370.3330.7820.0000.273
contrastnormalization_20.7310.5290.4630.8260.8060.8300.8920.5750.6210.2810.7030.7800.6140.4430.5560.6230.6880.7610.6530.6700.8610.7560.8690.8360.2540.6100.1280.0000.6050.0690.2930.0000.0840.5410.1010.0730.4350.5180.3810.3120.4940.2570.3780.4970.2480.3920.5950.3260.3070.6440.5760.4450.7290.5470.8470.4240.4320.7790.2710.8300.6020.7690.5670.7660.0980.0860.6250.1200.5650.7890.0000.3790.7250.4060.4640.2940.2790.8160.0000.245
elastic_10.6470.0000.3481.0001.0000.7490.8000.6620.0490.2730.6050.7011.0000.4481.0000.4840.2910.4410.0000.4000.4110.6881.0000.8570.0000.4510.0000.0000.0000.0671.0000.0000.0000.4000.0000.0000.0000.1800.6360.3451.0000.3911.0000.0000.0000.3180.5000.1320.0000.6790.1150.3560.8000.6150.3000.2340.2931.0000.2191.0000.8900.7930.4700.7780.0000.0000.0000.2000.0000.6670.0000.5000.0000.0000.3700.3480.0000.7830.0000.000
scaled_1p250.7860.4820.4560.7810.8300.8690.9280.6130.6710.4940.7640.9230.9330.5290.5910.7220.6900.7660.6190.7580.9350.8110.9150.9250.2350.7260.1980.2560.6800.4230.3630.0000.1380.6760.2700.0000.4070.5730.4840.3050.5940.3440.3980.4940.1680.4860.8400.3050.4540.5710.6270.4890.7810.6380.6800.5630.4610.7040.3490.8600.6530.8130.7190.8320.1240.0400.5400.2890.4190.7050.0000.5700.9800.4420.5790.2971.0000.8410.0000.211
scaled_0p750.6280.4730.2270.6530.6790.7030.9380.5150.4050.1120.6750.6330.6050.3710.6190.5660.6260.7250.5150.6060.8450.7930.8200.7550.0220.4990.0000.0000.4870.0000.2340.0000.0000.3840.0000.0930.2210.3040.0950.2000.2530.1280.1160.3180.0710.3060.5780.2740.3310.3710.3680.2790.6100.4140.7110.3420.2350.6860.1230.8120.5150.6400.5100.6720.0920.0000.4460.0620.3150.6670.0000.2240.8310.2510.3720.2710.5560.7810.0000.293
scaled_0p50.5020.3880.1340.5110.5890.6460.7600.4890.2130.0270.4230.4240.6090.3970.3230.4880.4250.4910.4320.5380.6310.6760.6660.7050.0610.4220.0000.0000.4230.0000.0630.0000.0000.3210.0000.0000.0340.3290.0200.1080.0790.0260.1360.0000.0000.2630.4640.1110.6160.1140.2510.0990.4910.4200.6000.3170.1180.4660.1450.9170.5440.4130.2830.4390.0000.0000.0500.0790.0890.4350.0000.1430.6030.2020.1720.1490.6670.4750.0000.500
scaled_(1p25, 1p0)0.7740.6300.4450.8160.8250.8360.9150.6840.6180.4170.7330.7930.6880.4610.5280.7130.6590.8220.5940.6850.9480.8380.9000.8810.3130.5900.1660.1550.6510.2290.2450.0000.1460.5590.0800.0760.4260.5980.3870.3530.6070.3180.4970.5020.2210.4100.6920.2710.4370.6400.5900.4370.7420.5930.8270.5010.4710.6890.2990.7700.6860.8370.6510.8150.1230.0000.5050.1430.6020.7820.0000.5620.8400.4880.4600.2581.0000.8190.0000.197
scaled_(0p75, 1p0)0.6860.4540.2750.7380.7770.7640.8830.5000.5160.1630.7790.7690.6880.3370.5880.6200.5870.7760.5820.6330.7860.8140.8190.7530.0330.5590.0980.0000.4940.0000.2280.0000.1010.5200.0000.0990.2850.4030.2680.2190.4270.1700.2180.3150.1730.3800.5260.2550.4340.5130.4360.2800.5010.5420.7770.3770.3130.7510.3690.8290.5970.6580.5580.7960.1100.0000.4200.0750.6720.7100.0000.3080.7460.2660.4000.2430.5710.8170.0000.300
scaled_(1p0, 1p25)0.7540.5700.4910.8290.8020.8130.8750.4960.6480.4910.7900.7500.7350.3700.5260.6570.6960.7280.6960.7020.8640.8100.8990.8800.2000.7050.1580.1000.7390.1780.3430.1920.1130.6520.2640.0850.4290.5480.4070.2780.5270.2470.3160.3790.2150.4360.7370.2630.5710.5530.6090.3680.7570.6150.6140.4810.4540.7480.4140.9530.6660.7510.6240.8040.0930.1300.6750.2140.5730.7450.0000.4620.8660.4080.4730.3490.5000.7900.0000.273
scaled_(1p0, 0p75)0.6980.5250.3630.7070.7270.8010.8850.5760.4480.1070.6590.7270.6250.3790.5820.5810.6740.8130.5450.6420.8530.8180.8080.7580.2400.5160.0900.0000.6640.0580.2920.0000.0410.4520.0000.1320.3560.5580.2800.3210.4710.2260.4670.4200.2230.3280.4820.2760.3640.4330.5190.1900.7720.5200.7590.3670.4190.6430.2440.8210.5720.7740.5070.7180.0850.0550.5670.0780.5330.6430.0000.3390.7490.3260.3950.3520.4290.7830.0000.000
translate_(0p1, 0p1)0.6810.3970.2800.7330.7280.7490.9010.4760.4710.1220.7670.7370.6810.2970.5840.5470.6100.7380.6330.6780.8490.7530.8320.8380.0210.5410.0000.0000.5960.0000.2110.0000.1020.5030.0000.0860.2960.4870.2140.2240.3350.1260.3340.3620.2070.3880.4950.2710.2760.4000.5050.2380.5650.5320.7290.4050.3120.7650.2700.8690.5840.6800.5350.6700.0970.0000.4830.0440.4340.5200.0000.3490.8320.3760.3540.2800.4000.7630.0000.201
translate_(0p1, -0p1)0.7360.5190.3930.8200.8430.7820.9320.5030.6050.3770.7420.8090.6400.4720.4770.6210.6650.7770.6890.7080.8980.7620.8840.8630.1400.6900.0770.0000.6310.1240.2970.0000.0950.5670.2060.0740.3790.5970.3360.3300.4850.1890.4690.3720.1790.4660.6380.3090.4080.6940.5610.3700.7450.5710.6920.4010.3680.7770.3350.9000.6610.7500.6110.7760.0930.0000.4890.1280.5620.7190.0000.4400.8200.3760.4580.3050.5000.8110.0000.279
translate_(-0p1, 0p1)0.7320.4820.3610.7800.7730.7820.8950.6320.6170.2330.7450.8070.6830.4070.5490.6660.6340.8200.6350.6750.8420.8890.8810.8110.1470.4980.1220.1870.6780.1180.3160.0000.1290.6200.0000.0820.4330.6130.3260.2890.5240.2190.3040.4670.2570.4680.6380.3830.5010.5460.5020.3470.7570.4770.7860.4690.4020.7370.3270.8560.6520.8000.5990.7610.0940.1100.5440.1340.4850.7160.0000.4440.8910.4190.4090.3061.0000.8290.0000.261
translate_(-0p1, -0p1)0.7750.5150.4430.7840.8470.7990.9380.5490.6240.4810.7600.9290.8480.4770.5760.7790.7560.8410.6520.7420.9180.8420.8920.8220.2600.6850.1520.2080.7730.3860.2940.0000.2410.7010.3570.1370.3940.6320.4990.3270.5630.3660.3380.5510.3650.4800.7550.2560.4910.6750.6440.4800.7980.6760.7100.5180.4270.6930.3850.8790.6440.8260.7210.8020.1780.0000.6580.2210.3960.7250.0000.4910.8180.4170.6130.3140.4290.8580.0000.273
translate_(0p1, 0)0.7090.4710.3380.7820.7890.8260.9350.4900.5140.2650.7460.7150.6960.3880.5260.5940.6650.7680.5930.6520.8710.7760.8670.8420.1340.5300.0540.0000.5350.0660.2350.0000.1040.5450.0000.0930.3320.5640.2950.2590.4730.1730.4630.3660.1460.4400.4960.2910.4550.4980.4970.2410.6380.5400.8140.3460.3520.7810.2860.8410.6210.7200.5580.7450.0870.0500.4880.0900.5930.6830.0000.3480.7710.3690.4110.3460.4000.8230.0000.205
translate_(-0p1, 0)0.7540.6050.4170.8100.8150.8100.9060.5410.6280.3920.7500.8570.7500.4970.5680.7460.7140.8250.5550.7230.8840.8650.8720.8510.2320.6130.1540.1610.7270.2210.2440.0000.1050.6420.0860.0860.3990.6030.4260.3230.6280.2790.3390.5660.2050.4650.6710.2940.5370.6370.5690.3710.7640.5740.7820.5030.4060.7340.3470.9240.6580.7970.6680.7730.1300.0000.5760.1460.4400.8160.0000.4240.8360.3060.4750.3220.4290.8430.0000.308
translate_(0, 0p1)0.7030.4730.3790.7660.7420.7900.8940.5400.6010.2050.7600.7080.6590.4180.5320.6250.6040.7840.6780.6910.8320.7500.8370.8070.1400.5480.0000.0000.6540.0660.3440.0000.1150.6070.0000.0890.3450.5340.3190.2890.4180.2310.4130.4150.1770.4020.5370.2090.3910.4520.5460.2710.7340.5460.8200.4400.4060.7270.2630.8580.5930.7500.5280.7020.1080.1010.6540.1030.4130.7110.0000.4210.7930.3640.3600.3720.6670.8040.0000.200
translate_(0, -0p1)0.7510.5830.4960.8440.8170.7960.8640.5500.6510.4840.7910.7860.7660.4550.5340.6900.6820.8120.6610.7020.8740.7920.8850.8540.2810.7150.1100.0460.7410.1800.2600.0000.1560.6750.2550.1400.3950.6020.4430.3290.5080.2620.3550.5280.4180.4740.6880.2550.5190.6280.6670.4110.7890.5670.7020.4560.4700.7550.4040.9110.6330.8150.6540.7700.0890.0860.6610.1990.5330.7510.0000.5040.8180.4090.5180.3960.3160.8000.0000.279
rotated_30.7420.6150.4660.8410.7520.7890.8880.5730.6420.3580.7860.8440.5520.4720.5120.6780.6900.8030.6440.6670.8960.7570.8880.8270.1740.5680.2330.1250.5920.1390.3110.0000.1620.6270.0780.0780.4220.6010.4540.3300.5190.2780.3420.5210.1860.4220.5480.3520.5000.5280.5700.3220.7060.6050.6590.5120.4020.7790.2850.8430.6300.8220.5750.7490.0990.1630.5740.1540.6590.7250.0000.3640.8090.4250.4700.3050.3100.8430.0000.343
rotated_50.7510.6130.4610.8430.7920.8080.9020.5980.6010.4030.7540.8440.5330.4690.5070.7200.6930.7910.6420.6840.8580.8160.8830.8030.2660.5800.2770.1280.6980.1380.2690.0000.0950.5790.0850.0840.4270.5970.4160.3390.5930.3210.3630.4580.1900.4880.5860.3870.4330.6260.5590.3080.7910.5450.7660.4320.4210.7460.3230.8520.6030.7740.5860.8070.0850.1500.6420.1940.6520.7560.0000.4830.8970.4280.4680.2930.4290.8600.0000.231
rotated_100.7600.6340.4570.8520.8000.7690.9200.5440.5740.4910.7300.8150.8460.5200.5250.7310.7030.7750.5710.7010.8780.8110.8830.8560.2350.6540.2880.2070.6560.1980.3520.1700.1260.5940.0820.1490.4220.5600.4270.3890.6720.3030.3890.6000.1690.5460.7250.3650.4850.6200.6130.3610.6890.6580.7300.5670.4230.7260.3020.8850.7110.8330.5620.8130.0930.1480.6900.1840.7060.7540.0000.5160.8480.4840.5270.2970.6000.8510.0000.250
rotated_450.7510.6060.6070.6760.8090.8340.8280.3360.7610.4860.9090.8571.0000.3670.4170.6650.5650.7820.7210.9350.8950.7750.9240.9050.1200.6670.2050.5390.6550.1580.4710.4940.1430.6360.2210.1740.3550.6080.4580.3790.8080.2630.6000.2710.2320.6530.7790.2480.5380.6930.6820.4690.7640.6380.7070.5620.3840.6150.2660.8330.6410.9110.6520.8010.3200.2190.6010.3070.0000.7920.0000.5780.7560.4900.5060.1670.3170.8370.0000.192
rotated_600.7880.6430.5510.6640.6890.8000.8160.2430.7780.3260.7890.9131.0000.3240.3580.6350.5180.6360.7850.9130.9160.8740.9120.9010.1880.5570.2560.6580.6250.2830.4290.1300.1770.4660.0590.1840.3150.6770.3590.3070.5790.2250.6400.1840.2770.6180.6150.2600.4200.6760.6160.4170.6820.6520.7580.5120.3550.4230.2710.8110.6850.8210.5870.7440.4620.3650.6670.3240.0000.5000.0000.4770.3400.3500.4050.0000.2450.7150.0000.343
rotated_900.7770.5560.5200.9020.5290.5200.8750.2631.0000.0490.8950.7600.0000.0000.2740.4840.3671.0000.7500.8180.9440.9090.9060.9200.2860.6670.2930.5710.7500.2650.2500.0000.0300.4000.0000.0000.1720.3470.3210.0960.6250.2040.3650.2230.1400.6640.6480.4270.3930.6160.5540.2460.7140.6340.6730.7890.2950.1070.1330.6730.8770.6900.3670.7710.3330.0700.6670.2390.0000.1430.0000.1430.4180.1860.3870.0000.3330.8350.0000.300
flipH0.7230.5000.4450.8100.8240.8280.9310.5410.5150.2990.7980.8720.8260.4900.5460.6880.7010.7280.6850.7480.8670.7930.8230.8580.1490.5830.1870.0410.5040.1700.2310.0000.1970.5870.3530.1670.2750.5380.3380.3230.3930.3170.2490.3830.1510.4710.6650.3610.5090.6330.4610.4440.6520.5400.7770.3910.4630.7410.3610.8910.6730.7180.7320.7030.1070.2190.6020.1890.5410.6000.0000.4830.8300.2780.4550.3050.8570.8370.0000.231
flipV0.7680.7240.3640.7850.7600.8440.8390.5000.3350.1700.7880.6961.0000.4910.2760.4770.3870.8670.6670.9520.9320.8820.8450.7970.2110.4400.0000.6670.6000.2540.5000.0000.1170.4290.0000.0770.1670.4580.2860.2440.3210.2580.4510.3450.3310.4620.6980.3570.3360.6060.6100.3640.7350.6240.8780.6500.3690.1430.1920.7100.7170.7380.3910.8180.0000.4110.6000.2350.5190.6190.0000.5000.7600.4670.4060.1680.2310.6360.0000.140
dropout0.6860.5570.4570.8280.9710.7700.9270.5290.5820.3160.5450.8250.6060.3190.4620.5640.5060.7400.5200.5680.7320.6590.9190.8670.0000.4610.1320.0490.5720.0900.3680.0000.0000.5020.0730.0000.4150.3730.4510.4020.6430.3440.6880.4080.0000.4030.5350.2180.6000.5940.4500.2860.9000.5530.4440.2410.3720.6430.1950.7980.7010.7710.6220.8580.1890.0000.7020.1171.0000.8600.0000.3471.0000.3200.3870.2440.5000.6110.0000.000

Recall tables per class, per model, per transform.

These tables provide an absolute number for recall, given a particular model, transform, and class. The provide an absolute summary of performance, and can be further categorized into many further sub-metrics and plots along the dimensions of the table.

In [8]:
#pd.set_option('display.max_rows', 300)
#display(metrics)
for model in modelNames:
    # Create new table with columns as class (names) and rows as transform.
    table = ListTable()
    table.append(['transform'] + nms)
    modelDF = metrics[metrics['model'] == model]
    
    for transform in transformNames:
        # Get all precision metrics for the transform.
        modelTransformDF = modelDF[modelDF['transform'] == transform]
        precisionSeries = modelTransformDF['recall']
        precisionSeries = list(map(lambda item: '%.3f'%(item), precisionSeries.tolist()))
        table.append([transform] + precisionSeries)
    
    # Display the recall table for the model.
    print('Recall for model %s'%model)
    display(table)
Recall for model e2e_faster_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2740.1570.1210.2480.5740.3000.5700.1730.1640.0740.3870.4000.3200.1280.1440.4620.3830.3270.2810.2330.4770.6200.5010.5970.0330.2400.0190.0120.1990.0570.1130.0430.0230.1910.0810.0190.1550.1300.1550.0860.0770.1000.1300.0410.0510.1440.1790.1230.2070.1220.1670.0940.1270.2410.1870.1200.1120.2450.2030.3710.1520.5140.3520.2740.0420.0420.2130.0560.2520.2840.1110.2070.3960.0630.1930.1200.1900.4280.0000.070
gaussianblur_10.2770.1300.1280.2730.5670.3270.5360.1490.1510.0610.3700.6180.2730.0810.1080.4920.3610.3070.1870.2390.4050.5450.5780.5640.0170.2450.0240.0220.1650.0270.1130.0000.0330.1900.0000.0000.1720.2150.1680.0880.0930.0810.0980.0330.0000.1570.1710.0850.0900.1710.1700.0860.1810.2140.2200.1370.1140.2850.1440.4280.1700.5320.3970.3750.0470.0220.2120.0320.2920.3080.0000.1640.4190.0660.2100.0960.1670.4120.0000.125
gaussianblur_100.0970.0000.0080.0000.0000.0410.1730.0000.0000.0050.0560.1580.0450.0000.0050.1460.0520.0260.0000.0150.0730.0000.0000.0170.0000.0120.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0060.0040.0040.0000.0000.0000.0290.0560.0460.0000.0940.0070.0320.1000.0510.0510.0350.0020.0000.0000.0200.0120.0580.1140.0670.0310.0000.0000.0000.0830.0000.0000.0000.0270.0000.0000.0000.0000.0000.0000.125
gaussianblur_200.0300.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0170.0150.0000.0510.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0250.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2180.0260.0600.0920.2370.1550.3100.1160.0560.0320.2640.5180.1590.0680.0390.1340.1740.1340.1000.0720.1100.2950.1890.1580.0000.1220.0000.0000.0680.0140.0080.0000.0160.0640.0000.0000.0210.0180.0180.0360.0330.0330.0000.0080.0000.0370.0700.0130.0450.0800.1210.0730.0750.1120.2200.1990.0290.0520.1040.0800.1390.3620.2760.1440.0000.0000.1270.0110.1250.1400.0000.1000.2970.0120.1580.0760.0000.1900.0000.000
superpixels_0p50.1240.0000.0210.0300.1710.0430.1210.0640.0230.0320.1760.3950.1140.0310.0260.0350.0500.0130.0120.0150.0470.0680.0190.0330.0000.0710.0000.0000.0050.0000.0000.0000.0000.0580.0000.0000.0080.0000.0000.0100.0000.0140.0000.0120.0000.0140.0090.0050.0000.0220.0380.0650.0000.0480.0930.1380.0070.0130.0100.0000.0200.1630.2150.0740.0000.0000.0640.0000.0830.0190.0000.0140.1940.0050.0860.0140.0000.0550.0000.000
superpixels_0p850.0350.0000.0050.0170.0240.0000.0360.0110.0080.0210.0370.4210.0000.0000.0050.0140.0000.0130.0000.0000.0000.0090.0100.0000.0000.0320.0000.0000.0000.0000.0000.0000.0000.0260.0000.0000.0000.0000.0120.0020.0080.0040.0000.0000.0000.0000.0000.0000.0000.0140.0140.0080.0000.0000.0000.0350.0000.0000.0300.0000.0000.0000.0990.0000.0000.0000.0000.0000.0000.0120.0000.0000.0610.0000.0000.0000.0000.0150.0000.000
colorspace_250.2520.1640.1210.2480.5360.3440.5720.1540.1630.0370.3850.5920.2950.1270.1100.4070.3680.3290.1960.1910.4200.6060.5920.4920.0450.2460.0240.0000.2020.0270.1100.0000.0330.2060.0000.0000.1540.2230.1970.0890.1020.0790.0930.0160.0060.1470.0790.1080.0210.0310.1270.0000.0500.0820.1190.1020.0940.2520.1570.4120.1310.5350.3730.3580.0310.0110.1900.0320.2500.2710.0000.1810.3190.0530.2360.1300.2220.4380.0000.125
colorspace_500.2490.1430.1060.2270.5180.3500.5790.1620.1660.0440.4030.5000.3180.1130.1060.4490.3010.2940.1790.1980.4210.5910.5820.4560.0390.2360.0240.0130.2040.0270.1110.0000.0330.2060.0000.0000.1280.2300.1500.0860.0690.0780.0930.0160.0120.1420.0680.0460.0000.0430.0900.0000.0130.0410.1190.1320.0910.2400.1320.4530.1430.5030.3650.3600.0310.0000.1730.0320.2500.2530.0000.1680.3190.0520.2250.1540.2220.3620.0000.000
averageblur_5_110.2620.0930.1000.2000.4820.3640.5240.1400.0940.0390.3470.5530.3180.0870.0730.3850.3180.2710.1250.2110.3640.2800.5050.3940.0030.2130.0120.0110.1160.0270.0780.0000.0330.0790.0000.0000.1400.2050.0980.0640.0620.0510.0800.0160.0120.1110.0960.0620.1150.1520.1390.0570.1080.2230.2120.1320.0680.1900.0860.3620.1550.4760.3230.3620.0310.0000.1960.0430.2500.1760.0000.1930.3380.0340.2150.0880.1670.2730.0000.125
medianblur_10.2680.0780.0910.2430.4650.3130.4730.1330.0550.0500.3200.5130.2730.0890.0850.3970.3380.2210.1600.2740.4010.5380.5380.4720.0030.2340.0120.0210.0800.0270.0940.0000.0490.1530.0000.0000.1640.1750.1040.0730.0680.0550.0600.0370.0000.1260.0880.0770.1080.1450.1290.0770.1420.1980.1860.1740.0820.2080.0610.4140.1640.5190.3400.2870.0310.0220.1520.0430.2500.1830.0000.1710.3030.0300.2200.0850.1670.3490.0000.125
sharpen_00.2620.1430.1090.2060.5320.3180.5580.1680.1270.0580.3840.5790.2270.1090.0870.4380.3320.3070.1690.1790.4050.3790.5750.5580.0310.2190.0240.0010.1910.0270.1010.0000.0330.1700.0000.0000.1660.2020.1710.0770.1020.0580.0830.0310.0000.1050.1220.0540.0330.2130.1620.0580.1330.1280.2120.0940.1000.2600.1860.3310.1530.4680.3510.3750.0310.0110.1930.0320.3330.2790.0000.1190.3110.0510.2260.1080.2220.3850.0000.000
sharpen_10.2670.1510.1090.2060.4990.3040.4950.1600.1220.0550.3820.5790.2270.1120.1010.4340.3060.2890.1880.1630.4030.3790.5580.5030.0330.2260.0140.0120.1900.0270.1020.0000.0330.1900.0000.0000.1470.2220.1590.0640.0900.0650.1000.0330.0040.1140.0930.0620.0990.2130.1580.0670.1210.1330.1910.0760.1010.2810.1420.3390.1430.4780.3410.3420.0310.0110.1960.0320.2920.2520.0000.1440.3790.0430.2200.1340.2220.3880.0000.000
sharpen_20.2660.1390.1150.2340.5220.3170.5130.1690.1540.0470.4260.6320.2270.1330.0990.4510.3060.2810.1760.1550.4040.5450.5710.5710.0240.2140.0240.0040.1830.0270.0840.0000.0330.1980.0000.0000.1480.2140.1700.0710.0930.0670.0730.0310.0000.0970.1240.0620.0870.2250.1600.0600.1560.1370.1690.1360.0980.2750.1650.3030.1470.4600.3190.3710.0310.0110.1900.0210.2920.1780.0000.1750.3340.0490.2200.1120.1110.3580.0000.000
addintensity_-800.2500.1330.1040.2050.5260.3280.5380.1160.1250.0470.4020.6160.2200.0790.0910.4280.3300.2630.1670.1780.3140.3860.5470.4890.0080.2370.0180.0120.0980.0270.0960.0000.0490.1880.0000.0000.1180.2580.1710.0500.0780.0600.1130.0230.0000.1570.1630.0620.0570.0430.1350.0340.0540.2330.2370.1110.0590.1880.1090.3970.1330.4940.3490.3140.0310.0110.1830.0230.2500.1800.0000.1520.2770.0560.1830.1220.2220.3590.0000.125
addintensity_800.2690.1350.1200.2460.5440.3320.5370.1380.1480.0450.4170.6320.2730.0970.0910.4550.3610.3050.1680.2180.4390.5680.6010.5790.0270.2290.0240.0250.1750.0270.0840.0000.0330.2030.0000.0000.1250.2600.1730.0850.0830.0740.0760.0530.0120.1440.1560.1080.1220.1680.1900.0680.1600.1900.2540.1390.0940.2700.1680.3760.1600.5000.3480.3520.0310.0220.1960.0210.3330.2260.0000.1860.4000.0490.2260.1180.2220.3420.0000.125
elementrandomintensity_10.2480.0360.0840.1790.4010.1870.5090.0970.0490.0210.3610.5370.1060.0690.0340.2390.1750.2510.1000.1150.1110.3070.5050.3920.0070.1770.0180.0000.0470.0000.0670.0000.0160.1150.0000.0000.0820.1420.0890.0160.0440.0260.0400.0000.0000.0830.0390.0460.0000.0290.1020.0100.0000.0610.1360.0740.0290.0780.0400.1130.1010.2560.1560.0420.0000.0000.0200.0110.0000.0480.0000.0140.0000.0030.0650.0290.1670.2810.0000.000
multiplyintensity_0p250.2600.1360.0950.2590.5480.3350.5610.1290.1510.0260.4400.5890.2270.0890.0950.4310.3660.2930.1730.2180.3830.5080.5420.4970.0310.2110.0180.0120.1700.0270.1000.0000.0160.1360.0000.0000.1340.2060.1590.0670.0750.0540.0730.0330.0000.1460.1010.0620.0520.0970.1100.0190.1190.1850.1690.0670.0870.2470.1560.3590.1200.5100.3670.3730.0310.0110.1860.0480.2500.2370.0000.1570.3280.0560.2040.0930.2220.3560.0000.062
multiplyintensity_20.2720.1430.1170.2690.5490.2940.4580.1710.1340.0530.3180.5790.2500.0970.0970.4640.3660.2710.1810.2180.4430.4620.5830.5650.0210.1840.0300.0040.1730.0270.1140.0000.0330.1430.0000.0000.1730.1850.1220.0730.0960.0630.0800.0410.0000.1010.1590.0770.1320.1400.1710.0500.1630.2390.1860.1460.0980.2840.1860.3930.1520.4550.3830.3860.0310.0110.1340.0270.2500.2770.0000.1210.3610.0560.2260.1370.2220.3470.0000.125
contrastnormalization_00.2610.1530.1160.2230.5710.3630.5660.1540.1800.0500.3830.6320.2730.1080.1000.4530.3280.2720.1980.1780.4400.5080.5520.5040.0260.2380.0180.0140.1990.0270.0750.0000.0330.2390.0180.0000.1820.2560.1570.0850.0760.0810.0930.0330.0040.1420.1840.0870.0780.1690.1720.0680.1330.2180.2370.1400.1050.2550.1380.3850.1540.4970.3790.3690.0310.0110.1960.0180.2920.2540.0000.1900.3530.0620.2370.1370.1670.3860.0000.125
contrastnormalization_10.2590.1300.1110.2200.6090.3210.5150.1540.1700.0550.3820.6320.3640.1110.1100.4670.3660.3020.1640.2030.4490.5000.5760.5670.0330.2120.0240.0250.1670.0270.0930.0000.0490.2130.0350.0190.1320.2540.1570.0970.0990.0810.1000.0330.0060.1500.1740.0730.0820.1610.1970.0820.1790.2200.2200.1570.0970.2770.1550.4320.1590.5050.3790.3660.0310.0110.1730.0320.3330.2500.0000.1940.3910.0610.2260.1570.1110.3360.0000.125
contrastnormalization_20.2660.1430.1130.2320.5670.3600.5270.1470.1560.0420.3690.6180.2500.1490.1110.4310.3580.2670.2010.2300.4410.5450.5780.5620.0270.2300.0240.0260.1750.0270.0870.0000.0330.2070.0180.0000.1430.2410.1550.0850.0940.0790.0840.0370.0000.1420.1670.0850.0950.1830.1680.0910.1600.2050.2200.1560.1070.2740.1100.3620.1510.5130.3960.3700.0310.0110.2120.0210.3330.2130.0000.1480.3480.0570.2260.1470.1670.3970.0000.125
elastic_10.1890.0000.0360.0040.0240.0810.2360.0350.0090.0210.3560.2890.0910.0310.0050.2090.0570.1230.0310.0200.2320.2730.0470.2420.0000.0220.0000.0000.0100.0270.0000.0000.0000.0440.0000.0000.0000.0770.0000.0060.0000.0140.0000.0000.0000.0280.0520.0380.0000.1160.0580.0610.0250.0650.1190.0210.0020.0040.0510.0400.0090.2240.0890.0000.0310.0000.0000.0000.0830.0230.0000.0050.0000.0000.0000.0190.0000.1500.0000.000
scaled_1p250.2910.1420.1110.2790.5830.3560.5110.1430.1950.0820.3910.7150.3640.1480.1310.5790.4860.3480.2100.2700.4970.5980.6320.6460.0220.3150.0180.0600.1930.1890.1870.0000.0660.2530.1230.0000.2250.3000.2100.0840.1260.0900.0670.0740.0420.1520.2660.1050.2500.2190.2360.1550.2570.3100.2460.1850.1160.2230.1660.3550.1760.5460.4060.3950.0620.0220.2200.0730.2920.2950.1670.2650.3980.0790.2850.1090.1110.3850.0000.125
scaled_0p750.1760.0820.0490.2120.4400.2150.5330.1100.0930.0120.2870.5260.1970.0710.0930.3490.3180.1990.1250.1760.3710.4920.4840.4190.0090.1590.0060.0000.1140.0000.0590.0000.0000.1380.0180.0000.0820.1330.0420.0300.0290.0300.0070.0110.0080.0710.1120.0310.0830.0720.0750.0620.0830.1100.1690.1020.0410.2370.0660.4340.1150.3850.3080.2490.0620.0110.0980.0110.1250.1940.0000.1010.3040.0390.1520.0530.1670.2900.0000.125
scaled_0p50.1040.0490.0220.1280.3570.1750.4250.0880.0400.0080.1720.2630.0680.0470.0410.2650.2100.1510.0860.1260.2630.3410.3180.3220.0020.1090.0000.0000.0610.0000.0250.0000.0000.0630.0000.0000.0040.0710.0000.0140.0080.0040.0000.0000.0000.0350.0630.0230.0420.0190.0250.0110.0460.1080.0680.1110.0150.1120.0320.2670.0490.3080.1270.1590.0000.0000.0070.0160.1250.0960.0000.0550.2320.0110.0750.0430.1110.1600.0000.125
scaled_(1p25, 1p0)0.2760.1500.0990.2590.6180.3210.5430.1680.1930.0680.3940.5570.3330.1270.1260.5260.3960.2940.2020.2390.4460.6670.5940.6430.0260.2340.0180.0560.1940.0810.1310.0000.0490.2540.0700.0000.1790.2900.1680.0910.1350.0880.0930.0610.0480.1250.2080.0740.1460.1980.1990.1370.2680.2770.2540.1710.0960.2760.1700.4430.1900.5210.3820.4020.0620.0110.1710.0550.3330.3160.1670.2500.4160.0940.2260.0840.1110.3560.0000.125
scaled_(0p75, 1p0)0.2090.1170.0620.2060.5400.2400.5100.1210.1130.0330.3290.5790.2420.0810.0950.3960.2800.2150.1700.1620.3830.5300.5210.4270.0160.1890.0090.0160.1320.0000.0920.0000.0160.1520.0000.0000.1070.1960.1260.0500.0600.0490.0510.0400.0140.1020.1260.0620.0870.0910.1330.0740.1170.1930.2030.1280.0660.2240.1180.2850.1180.4680.3680.2970.0310.0000.1180.0210.2920.2040.0000.1340.3260.0390.1770.0840.1670.2930.0000.125
scaled_(1p0, 1p25)0.2900.1690.1280.2530.5870.3320.5470.1610.1800.0760.3780.5920.3860.1010.1270.5070.4080.3360.2030.2090.4310.6210.6160.6060.0220.2990.0240.0370.1910.0810.1260.0480.0490.2160.0700.0000.1650.2490.2090.0710.1090.0660.0870.0330.0160.1340.2220.0860.1610.2130.2000.1230.1960.2400.2540.2200.1040.2720.1800.3650.1640.5510.4030.3770.0310.0110.2610.0640.3750.2620.0000.2320.3800.0690.2580.1390.2220.3540.0000.125
scaled_(1p0, 0p75)0.2280.1140.0860.2440.6210.3090.5370.1350.1220.0290.3120.5260.2270.1130.0970.4170.3510.2820.2010.2140.4150.5300.5240.5440.0210.1460.0180.0010.1460.0270.0930.0000.0160.1560.0000.0000.0950.1850.0850.0520.0700.0540.0710.0330.0060.1170.1490.0690.0610.1200.1300.0770.1640.1480.1780.1190.0770.2890.0840.4170.1300.5200.3500.3220.0310.0110.2160.0210.2500.2530.0000.1860.3230.0550.1720.1110.1670.3750.0000.125
translate_(0p1, 0p1)0.2060.0970.0580.2140.5580.2230.4860.1320.1100.0280.3040.5790.2420.0760.0910.3690.3710.2470.1970.2050.4110.5680.5140.5060.0090.1740.0120.0020.1180.0000.0660.0000.0160.1430.0180.0000.1290.2090.0900.0380.0480.0440.0670.0220.0120.0960.1390.0690.0890.0790.1420.0750.1290.1630.2030.1280.0610.2500.1070.3580.1210.4940.3310.2910.0310.0000.0880.0210.2500.2700.0000.1100.3010.0420.1610.0970.1110.3770.0000.125
translate_(0p1, -0p1)0.2390.1200.0870.2550.5320.2660.5430.1400.1830.0700.3290.6450.2420.0930.1050.4440.3730.2560.1900.2180.4200.6210.5520.5340.0210.2860.0120.0170.1630.0540.1380.0480.0160.1910.0530.0000.1830.2690.1400.0620.0920.0530.0930.0380.0200.1190.1680.0690.1200.1780.1680.1130.1580.2360.2370.1460.0760.2600.1390.3890.1440.4810.3180.3560.0310.0000.2030.0320.2920.3160.0000.1900.4030.0500.2150.1310.1110.3750.0000.125
translate_(-0p1, 0p1)0.2560.1370.0910.2180.6130.3200.5130.1590.1740.0390.3650.6320.2500.1460.1200.4610.4080.3290.2370.2430.4280.5910.5780.5790.0130.2200.0240.0390.1730.0540.1080.0000.0490.2150.0350.0000.1790.2610.1400.0720.1210.0600.0600.0480.0420.1380.2050.1080.1460.1760.1720.1200.2160.1930.2320.1710.0940.2510.1380.3670.1610.5400.3610.3560.0310.0330.1350.0300.2500.2710.0000.1990.3720.0710.2040.1300.1480.3920.0000.125
translate_(-0p1, -0p1)0.2910.1510.1230.3030.6420.3740.5640.1620.2040.0970.3840.6670.2950.1610.1260.5780.4480.3780.2370.2610.4630.6210.6200.6540.0300.3060.0240.0710.1920.1890.1470.0480.0660.2710.1230.0000.2380.3390.2200.0840.1160.0910.0770.0560.0560.1570.2360.1050.2190.2510.2240.1570.2460.2990.2370.2430.1300.2720.1890.3670.1980.5800.4560.4000.0620.0000.2080.0850.2920.3500.0000.2710.4370.0930.3010.1410.2220.4060.0000.125
translate_(0p1, 0)0.2310.1210.0740.2460.5690.2670.5400.1280.1510.0390.2990.6320.2390.0760.0920.4270.3580.2860.1980.2200.4220.6210.5570.5140.0090.2110.0180.0150.1430.0270.0870.0000.0160.1690.0180.0000.1460.2130.1220.0500.0690.0590.0800.0330.0120.1320.1420.0620.0710.0980.1550.0710.1370.2120.2200.1310.0770.2600.1500.4250.1310.4810.3590.3390.0310.0060.1600.0320.2920.2830.0000.1580.3520.0460.2040.1160.1110.4130.0000.125
translate_(-0p1, 0)0.2810.1600.1060.2680.6390.3480.5660.1480.2040.0710.4030.6230.3410.1310.1160.5690.4080.3590.2220.2650.4610.6330.5890.6460.0320.2730.0300.0570.1810.0810.1240.0000.0490.2150.0530.0000.1860.2830.2010.0930.1290.0980.0900.0450.0420.1820.1850.1050.1770.2180.2060.1410.2210.2530.2710.1980.1170.2640.1690.3910.1860.5430.3990.3950.0620.0220.1580.0390.2920.3190.0000.2330.4250.0830.2470.1230.1480.4130.0000.125
translate_(0, 0p1)0.2470.1240.0930.2220.6250.3300.5040.1530.1500.0340.3520.6320.2730.0890.1070.4430.3630.3030.2160.2200.4080.6210.5730.5250.0190.1950.0120.0020.1790.0270.0850.0000.0330.1680.0000.0000.1350.2110.1240.0650.0730.0570.0870.0400.0060.1200.1690.0770.1010.1150.1600.0990.1530.1780.2030.1490.0990.2880.1080.3900.1510.5540.3400.3240.0620.0220.1580.0370.2500.3280.0000.1600.3320.0540.1830.1470.1670.3730.0000.125
translate_(0, -0p1)0.2890.1640.1310.2780.5860.3280.5390.1680.2020.0920.3630.6450.3180.1280.1230.4970.3830.3090.2470.2440.4440.6440.6320.6170.0300.3020.0300.0180.1920.0810.1120.0240.0490.2490.0700.0000.2020.2850.2240.0780.1030.0780.0870.0450.0160.1570.2330.0820.1510.2080.1880.1210.2460.2560.2540.1940.1170.2700.1810.3370.2030.4940.3840.3780.0310.0110.2660.0590.3750.3470.0000.2450.4120.0740.2690.1320.1110.3960.0000.125
rotated_30.2820.1550.1310.2780.5980.3260.5320.1660.1890.0760.3810.6180.2730.1090.1030.4920.3810.2990.2180.2440.4420.5910.5990.5610.0340.2520.0330.0270.1920.0270.1570.0240.0490.2050.0260.0000.2060.2750.1920.0900.0990.0950.0910.0490.0160.1400.1650.1050.1440.1700.1860.1240.2030.2600.2710.1850.1130.2670.1640.4530.1870.5350.3690.3900.0470.0500.1690.0500.3750.3030.0000.2300.4070.0670.2220.1350.1670.4230.0000.125
rotated_50.2870.1760.1280.2650.6090.3390.5140.1470.1870.0760.3740.6160.2270.1190.1190.5690.3910.3010.2180.2710.4450.6360.5990.6030.0280.2300.0330.0330.1990.0540.1760.0710.0490.2100.0180.0000.1920.2640.1670.0840.1120.1050.0910.0550.0480.1550.1930.1050.1840.1750.1760.1070.2270.2850.2760.2500.1200.2800.1710.4020.1890.5510.4050.3830.0470.0330.2090.0210.3750.2950.0000.2570.3890.0790.2150.1160.1110.4030.0000.125
rotated_100.2900.1610.1340.3120.5950.3150.5320.1500.1830.0790.3650.5570.2050.1370.1100.5410.4230.2990.2430.2510.4260.6210.5890.5960.0210.2290.0380.0600.1620.0810.2200.0950.0490.2140.0180.0000.2060.2780.1470.0750.0930.0870.0980.0670.0380.1320.1870.1050.1720.2000.1860.1040.2330.3210.2330.2150.1100.3150.1330.4130.2020.5180.4170.4230.0310.0220.2140.0480.2500.2630.0000.2000.4010.0780.2470.0760.1670.4030.0000.125
rotated_450.2390.1540.0940.2450.3770.1880.2820.0970.0190.0340.3190.6050.0450.0590.0860.5020.3880.1700.1540.0600.3240.5230.5800.5780.0210.1380.0030.0690.1350.1080.1750.1430.0330.1300.0700.0190.1800.2100.1590.0380.0400.0530.1230.0290.0420.1190.1930.0550.1840.2100.2140.1290.2000.2610.1840.0970.0450.0060.0710.1770.1290.5190.2880.3650.0620.0440.1810.0890.0420.1400.0000.1000.1970.0440.2470.0060.1110.3050.0000.125
rotated_600.2050.1190.0410.1640.2740.0700.2640.0700.0000.0160.1940.6580.0000.0400.0860.4330.3510.1000.0810.0440.2200.4320.5230.4220.0100.1040.0060.0320.0860.0680.0600.0480.0330.0920.0700.0580.1090.1430.1250.0340.0150.0230.1100.0150.0360.1290.1950.0740.1840.2210.1970.1560.1500.2730.1860.0620.0190.0060.0510.1570.1060.4040.2970.2380.0620.0280.1760.0640.0000.0230.0000.0210.1490.0510.1990.0060.0000.2670.0000.083
rotated_900.1570.1000.0050.1470.1270.0210.2000.0360.0080.0030.1940.3950.0000.0040.0790.3800.1870.0690.0540.0330.1940.3330.4110.4540.0070.0770.0120.0050.0780.0810.0470.0000.0000.1220.0180.0190.0230.0890.1040.0080.0220.0140.0630.0160.0120.1030.1540.0460.1460.2370.1510.0940.1330.2480.1860.0490.0160.0060.0610.0920.0310.3080.2060.0650.0310.0110.0980.0350.0000.0230.0000.0210.1130.0340.1760.0000.0560.2030.0000.125
flipH0.2690.1520.1250.2730.6470.3200.5790.1750.1610.0550.4300.6320.2590.1410.1260.4840.3830.3160.2250.2640.4650.6210.5680.6530.0170.2710.0370.0260.1970.0540.0960.0000.0490.1770.1140.0000.1450.2920.1040.1000.0620.0980.0600.0450.0240.1490.1770.0710.1810.1990.1740.1090.1430.2140.2370.1370.1140.3170.1590.4140.1660.4870.4600.3000.0470.0330.1720.0640.2710.2400.0000.1950.3650.0890.1940.0660.3330.4790.0000.125
flipV0.1820.0830.0130.1410.4510.2330.4210.0230.0230.0320.3470.5530.0910.0640.0980.4390.1590.0970.0130.1030.1770.1360.5260.5280.0070.0700.0060.0210.0690.0810.0940.0480.0160.1950.0000.0000.1090.1160.1460.0220.0500.0300.0730.0360.0360.1010.1720.0540.0620.1960.1840.0870.1000.3430.1190.0740.0270.0060.0370.0870.0710.4070.2440.1820.0940.0000.2160.0340.2920.1240.0000.0860.2590.0450.1960.0490.1670.2510.0000.125
dropout0.2420.0980.0780.1850.4290.1310.5000.1490.0930.0470.3810.4740.1140.0850.0430.1690.1440.2470.0950.1180.2410.2500.4790.5000.0070.1700.0120.0000.0920.0000.0250.0000.0000.0690.0000.0000.0880.0970.0770.0370.0250.0250.0470.0370.0000.1250.1160.0000.0000.0140.1210.0510.0170.0480.0850.0670.0480.1540.0750.3630.1030.2560.1840.1630.0310.0110.1180.0000.0830.0890.0000.0290.0270.0130.1240.0930.0560.1950.0000.000
Recall for model e2e_faster_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2680.1550.1220.2460.5750.3190.5560.1720.1550.0730.3700.4270.3080.1330.1500.4440.4100.3220.2670.2440.4650.6460.4990.5760.0300.2510.0150.0120.2040.0480.0870.0630.0230.1910.0780.0170.1530.1300.1590.0850.0790.0990.1330.0540.0500.1380.1910.1210.2080.1440.2050.0960.1580.2390.1940.1310.1190.2560.1930.3900.1460.5140.3410.2650.0380.0460.2140.0480.2330.2860.0000.2030.4080.0670.1950.1130.1900.4220.0000.070
gaussianblur_10.2700.1780.1240.2340.6390.3290.5730.1570.1450.0720.3680.5790.2950.1260.1080.4960.3490.2860.1990.2470.4330.4850.5890.5560.0210.2690.0210.0110.1720.0270.0940.0480.0490.1660.0000.0000.1910.2720.1890.0900.1040.0820.1180.0480.0560.1480.1740.0490.1450.1520.2120.1020.2120.2310.2710.1090.1260.3570.1740.4310.1500.5620.3680.3470.0310.0330.2010.0430.3330.3600.0000.2100.3220.0580.2100.1010.1110.4050.0000.125
gaussianblur_100.1140.0000.0100.0000.0000.0580.0240.0000.0000.0050.0000.1050.0450.0000.0100.0280.0300.0000.0000.0000.0100.0450.0000.0000.0000.0240.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0480.0290.0080.0000.1410.0000.0360.0130.0420.0590.0280.0020.0000.0000.0000.0250.0480.1080.0600.0310.0000.0000.0000.0830.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_200.0220.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0170.0000.0000.0720.0000.0080.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2190.0140.0580.0960.2100.0990.3150.1150.0440.0420.2500.5260.0910.0700.0250.1240.1270.0530.1130.0440.1220.1590.1460.1500.0000.0530.0000.0000.0420.0000.0000.0000.0000.0390.0000.0000.0050.0060.0060.0470.0330.0370.0000.0080.0000.0320.0470.0240.0310.0850.1740.0900.0830.1700.1670.1880.0320.0810.0620.0570.0650.3170.2320.0820.0310.0110.0980.0050.0830.1340.0000.0640.2610.0180.1110.0370.0000.2310.0000.000
superpixels_0p50.1170.0100.0190.0440.1070.0120.1090.0310.0080.0320.1670.5000.0680.0220.0180.0700.0190.0000.0000.0000.0210.0450.0360.0000.0000.0610.0000.0000.0100.0000.0000.0000.0000.0280.0000.0000.0000.0000.0000.0110.0080.0180.0000.0000.0000.0020.0040.0000.0000.0270.0680.0730.0000.0510.0850.1200.0080.0130.0200.0200.0080.0960.1770.0400.0000.0000.0330.0000.0830.0230.0000.0000.1890.0110.0650.0000.0000.0810.0000.000
superpixels_0p850.0280.0000.0040.0090.0360.0000.0000.0070.0000.0110.0280.3680.0000.0000.0050.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0180.0000.0000.0000.0000.0000.0000.0000.0060.0000.0000.0000.0000.0000.0030.0080.0070.0000.0000.0000.0000.0000.0000.0000.0140.0100.0080.0000.0000.0340.0280.0000.0000.0400.0000.0000.0000.0950.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0150.0000.000
colorspace_250.2450.1770.1150.2240.6190.3370.5960.1370.1440.0370.3820.5260.3180.1460.1070.5040.3060.3240.1720.1900.4270.5910.5860.4190.0370.2190.0200.0130.1910.0270.0990.0480.0490.1730.0000.0000.1600.2670.1280.1000.1210.0860.0930.0370.0320.1530.0900.0620.0520.1330.1470.0000.0420.0640.0930.1200.1040.3110.1890.4150.1400.5640.3920.3530.0310.0220.2170.0370.3330.2840.0000.1550.2850.0600.2360.1570.2220.3720.0000.125
colorspace_500.2400.1790.1150.2260.5830.3530.5730.1540.1670.0450.3610.4470.2730.1310.1070.4620.3280.2840.1780.1870.4140.5910.5810.3920.0390.2540.0120.0130.1940.0270.0820.0000.0490.1620.0000.0000.1600.2410.1470.0850.1140.0840.1070.0370.0240.1420.0620.0150.0000.0870.1060.0000.0000.0360.1020.1250.1120.2840.1740.4520.1470.5540.3990.3770.0310.0000.1940.0270.3330.2590.0000.1650.2220.0590.2300.1470.2220.3690.0000.000
averageblur_5_110.2630.1050.1000.2110.4720.3520.5650.1320.1100.0420.3750.5790.2270.0990.0750.4060.2990.2240.1500.1910.3750.2950.5570.4310.0090.2260.0120.0000.1250.0270.0920.0000.0330.0690.0000.0000.1110.1930.1340.0690.0750.0640.0600.0340.0120.1100.0790.0350.1340.1670.1740.0800.0730.2300.2540.1150.0770.1300.1000.3610.1320.4730.3310.3610.0310.0110.1440.0230.3330.1520.0000.1760.3290.0460.2040.0860.1110.2970.0000.125
medianblur_10.2650.0980.0940.2020.5120.2990.5020.1310.0680.0580.3840.5790.2950.1060.0920.3530.3180.1970.1770.2560.4100.4470.5070.4330.0140.2340.0120.0000.0830.0270.0920.0000.0490.1470.0000.0000.1210.1740.1260.0550.0840.0560.0600.0450.0120.1130.0840.0790.0980.1740.1530.0800.1710.1900.2200.1410.0910.1930.0930.4160.1520.5640.3100.3310.0310.0220.1600.0250.2500.1670.0000.1860.2850.0290.2260.0950.1390.3410.0000.125
sharpen_00.2540.1580.1180.2190.5160.2640.5700.1730.1360.0580.3940.5530.2730.0890.0910.4440.3210.2960.1750.2180.4210.5000.5830.5110.0240.2080.0180.0110.2240.0270.0830.0000.0330.1260.0000.0000.1820.2680.1550.0640.0920.0720.0830.0370.0180.1020.1150.0230.0570.2440.1710.0500.1600.1620.2290.1260.1190.3250.1780.3360.1470.4460.3070.3540.0310.0110.1630.0270.2500.2280.0000.1210.2620.0470.2470.1030.0560.3580.0000.000
sharpen_10.2600.1590.1150.2150.5120.3180.5410.1670.1440.0580.4070.5790.2270.1190.0880.4460.3380.2860.1700.1690.4380.4020.5640.5240.0080.2170.0290.0000.2070.0270.1060.0000.0330.1530.0000.0000.1660.2190.1740.0670.1060.0750.0830.0520.0280.1200.0830.0260.0970.2340.1870.0530.1340.1410.2410.1240.1130.3150.1380.3660.1500.5030.3310.3550.0310.0110.1570.0370.3330.2480.0000.1260.2610.0520.2470.1130.2220.3560.0000.000
sharpen_20.2560.1430.1220.2310.5600.3040.5500.1710.1540.0530.4260.5790.2270.1310.0990.3970.3010.2960.1750.1360.4390.5760.5750.5310.0330.2350.0170.0110.1710.0270.0890.0000.0330.1440.0000.0000.1830.2120.1500.0660.0880.0820.0840.0390.0180.1060.1170.0360.0830.2270.1960.0690.1240.1550.2320.1310.1110.3130.1360.3370.1460.4740.3230.3360.0310.0110.1450.0210.3330.1990.0000.1500.2540.0510.2370.1070.1110.3520.0000.000
addintensity_-800.2420.1330.1070.2380.5990.3130.5570.1190.1510.0530.4040.4740.1520.0830.1020.4100.3210.2750.1780.2010.3280.3640.5420.5190.0140.2510.0180.0110.1190.0270.0750.0480.0490.1200.0180.0000.1510.2400.1520.0540.0720.0610.1270.0330.0120.1580.1540.0690.0780.1050.1870.0640.2040.2230.2540.1410.0740.1990.1100.3620.1320.4810.3160.3270.0310.0220.1700.0210.2500.1740.0000.1630.2100.0490.1940.1060.1110.3030.0000.125
addintensity_800.2640.1420.1240.2470.5520.3180.5720.1510.1580.0530.3840.5790.2580.1070.0990.4730.3810.3230.1710.2390.4400.5760.5890.5330.0140.2280.0180.0180.2080.0270.0810.0000.0330.1680.0000.0000.1590.2650.1790.0820.1240.0860.1110.0680.0360.1510.1680.0990.1020.2220.2010.0660.1720.2120.3000.1270.1180.2460.1430.4250.1420.5190.3740.3740.0310.0260.2070.0370.3330.2540.0000.1800.2790.0500.2370.1190.1670.3630.0000.125
elementrandomintensity_10.2450.0790.0970.1690.2080.1610.4440.1120.0720.0470.3150.5260.1360.0540.0390.2220.1920.2190.0810.1110.1960.2950.5030.3720.0070.2400.0120.0110.0440.0000.0560.0000.0160.0800.0180.0000.0780.1310.0910.0190.0410.0300.0530.0080.0000.0780.0390.0000.0420.0240.1530.0090.0310.1110.1810.0970.0350.0490.0540.1300.0990.2630.1750.0690.0000.0000.0390.0050.0830.0510.0000.0360.0270.0030.0650.0310.0000.3180.0000.000
multiplyintensity_0p250.2520.1290.1090.2440.5480.3410.5260.1520.1150.0420.4030.5260.1820.0980.0790.4130.3570.3000.1750.2210.3760.4470.5470.5600.0340.2060.0090.0000.1750.0270.0500.0480.0160.1380.0000.0000.1030.2230.1590.0540.1000.0540.0800.0250.0160.1360.1310.0000.0520.1680.1620.0590.1060.2200.1860.0620.0830.3250.1710.3320.1340.5290.3290.3110.0310.0220.2060.0270.2920.2540.0000.1640.2150.0530.2150.0600.2220.3800.0000.062
multiplyintensity_20.2630.1670.1180.2560.5330.2860.5310.1560.1390.0630.3520.5790.3640.1070.0870.4710.3760.3140.1560.2220.4420.5230.6250.5220.0180.2140.0270.0210.1940.0270.1030.0000.0160.1540.0000.0000.1820.2550.1770.0820.0940.0750.0730.0530.0360.0960.1420.0740.1180.1500.1980.0490.1570.2160.2370.1270.1090.2590.1700.4040.1440.4520.3590.3990.0310.0220.1760.0290.2500.2220.0000.1360.2800.0610.2200.1090.1670.3130.0000.125
contrastnormalization_00.2550.1670.1160.2170.5740.3140.5600.1320.1610.0680.3760.5790.2270.1270.1170.3940.2590.2800.2000.2030.4500.5230.5560.4470.0370.2650.0240.0210.1930.0270.0830.0000.0160.1710.0000.0000.1560.2530.1690.0740.1060.0880.1330.0480.0520.1430.1560.0440.0780.2190.2000.0920.1440.2210.2580.1250.1120.3010.1680.4960.1470.5580.3530.3950.0310.0220.2300.0280.3330.2250.0000.1900.2700.0660.2370.1190.1480.3880.0000.125
contrastnormalization_10.2570.1560.1160.2150.6310.3260.5450.1570.1570.0530.4120.5790.2500.1120.1240.4460.3610.2880.1620.1930.4470.5680.5780.5350.0240.2340.0210.0110.1850.0270.0830.0000.0410.1830.0000.0000.1340.2630.1720.0920.1140.0810.1130.0410.0620.1430.1750.0440.1060.2130.2440.1110.1960.2070.2880.1300.0960.3020.1430.3740.1530.5160.3390.3530.0310.0330.1930.0340.2500.2720.0000.2010.2850.0640.2370.1470.1110.4130.0000.125
contrastnormalization_20.2560.1700.1200.2210.6550.3310.5490.1420.1450.0470.3830.6320.2730.1240.1050.4290.3430.2790.1940.2480.4190.6140.5890.5080.0270.2430.0240.0110.1840.0270.0420.0000.0330.1940.0180.0000.1800.2660.1680.0890.1070.0860.0870.0370.0510.1360.1780.0580.1190.1680.1980.0930.1830.1970.2880.1250.1120.3250.1350.3910.1420.4980.3650.3250.0310.0330.2320.0430.3330.1980.0000.2050.2780.0590.2370.1120.1110.4130.0000.125
elastic_10.1990.0000.0390.0090.0000.0580.2060.0220.0040.0320.2310.5260.1360.0530.0050.0950.0970.1020.0130.0100.1930.1360.0100.1830.0000.0840.0000.0000.0000.0270.0000.0000.0000.0280.0000.0000.0000.1430.0240.0030.0000.0320.0000.0000.0000.0250.0260.0080.0000.1270.0610.0510.0000.0950.1190.0420.0040.0280.0510.0000.0200.3030.1270.0200.0310.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0370.0000.1360.0000.000
scaled_1p250.2920.1920.1160.2920.6130.3500.4880.1270.2050.0980.3760.5880.3410.1160.1370.5740.4660.3530.2290.2610.5040.6140.5970.6390.0240.3100.0240.1010.2520.2160.1690.0000.0820.2250.0960.0000.2210.2800.2320.0820.1460.0890.0710.0900.0540.1350.2770.0750.2140.2280.3070.1710.3140.2920.2970.1940.1270.2500.1750.4970.1770.5320.4220.3990.0470.0220.2120.0690.3330.2620.0000.2430.3240.1010.2850.1190.0740.4290.0000.125
scaled_0p750.1700.0730.0490.1940.5440.2340.5020.0950.0870.0180.3080.4740.2270.0560.1040.3720.3040.2430.1280.1790.3900.5380.4580.4320.0050.1310.0060.0110.1110.0000.0760.0000.0000.0900.0180.0000.0910.1500.0270.0340.0360.0250.0270.0270.0000.0650.1190.0460.0890.0830.0840.0680.0850.1060.1860.0810.0430.2590.0730.3550.1130.4330.3060.2790.0310.0110.1270.0110.1110.2170.0000.1060.2750.0390.1450.0540.2220.2920.0000.125
scaled_0p50.1050.0530.0230.1200.3730.1810.3900.0910.0390.0030.2000.2630.0910.0500.0490.2910.2110.1580.0870.1310.2550.3300.3540.3180.0000.1050.0000.0000.0580.0000.0280.0000.0000.0580.0000.0000.0040.0650.0000.0150.0170.0070.0000.0000.0000.0360.0590.0310.0730.0190.0270.0100.0600.1110.0850.0690.0120.1340.0350.2970.0640.2690.1460.1680.0000.0110.0100.0210.0830.1110.0000.0500.2170.0160.0650.0330.1110.1710.0000.125
scaled_(1p25, 1p0)0.2770.1710.1090.2750.6670.3190.5550.1430.1990.0790.3910.5700.2730.1290.1240.5960.4640.3480.1880.2400.4700.7050.5780.6100.0550.2210.0190.0370.2240.0950.1190.0000.0410.2330.0530.0000.1480.2820.2000.0780.1240.0910.0900.0740.0500.1430.2130.0530.1280.2040.2500.1340.2650.2660.3080.2050.1050.2820.1740.5240.1720.5540.4300.4150.0780.0110.1810.0370.3330.3030.0000.2430.3510.0910.2370.0720.0560.3740.0000.125
scaled_(0p75, 1p0)0.2070.1210.0650.2010.5830.2740.5310.1320.1430.0290.3360.5260.2390.0800.1030.3710.3220.2720.1500.1720.4120.5530.5030.4120.0160.1830.0120.0110.1310.0000.0930.0000.0160.1370.0180.0000.1420.1900.1230.0550.0770.0540.0400.0310.0110.0870.1390.0540.1020.1030.1430.0820.1090.2000.2200.1100.0650.2630.1110.3460.1040.4970.3550.2860.0310.0110.1180.0210.2920.1900.0000.1070.2560.0420.1770.0950.1670.3590.0000.125
scaled_(1p0, 1p25)0.2800.1750.1230.2540.6070.3460.5280.1540.1750.0880.3940.6050.3180.1030.1240.5510.4250.3000.2060.2210.4290.5680.6080.6030.0210.3000.0300.0370.2100.0810.1180.0480.0490.2000.0530.0000.2110.2890.1800.0790.1370.0740.0890.0660.0230.1380.1910.0920.1940.2320.2500.1350.1760.2600.2540.1640.1250.2880.1690.3640.1720.5710.3710.3740.0310.0110.2330.0800.4170.2910.0000.2360.2780.0670.2580.1450.2220.3560.0000.125
scaled_(1p0, 0p75)0.2210.1140.0940.2480.5630.2970.5930.1300.1320.0320.3500.5790.2270.1090.1050.4420.3430.2920.1890.2180.4120.6590.5260.5250.0270.1270.0180.0190.1400.0270.0780.0000.0160.1420.0180.0000.1180.2100.1070.0520.0760.0530.0730.0440.0220.1130.1420.0590.1190.1230.1520.0910.1820.1560.2200.0840.0790.3180.0920.4210.1270.4870.3120.3720.0310.0220.1760.0160.1670.2660.0000.1710.3170.0510.1830.1050.2220.3280.0000.125
translate_(0p1, 0p1)0.1980.0980.0620.2170.6070.2340.5230.1110.1270.0300.3340.4740.2420.0830.1030.3780.3570.2550.1750.1940.3920.5680.5080.4700.0090.2140.0060.0110.1270.0000.0970.0000.0160.1160.0000.0000.1210.1980.0670.0360.0610.0400.0640.0380.0230.0910.1550.0440.0990.0930.1510.0940.1550.1630.2080.1000.0610.2740.0810.3810.1230.4970.3520.2840.0310.0110.1250.0210.2500.2740.0000.1130.2840.0410.1560.0920.0560.3490.0000.125
translate_(0p1, -0p1)0.2370.1370.0890.2690.5620.2640.5310.1250.1680.0610.3710.6580.2420.1010.1030.5130.3770.2880.1750.2060.4130.5910.5490.5010.0390.2790.0120.0110.1740.0540.1110.0000.0160.1860.0530.0000.1990.2490.1430.0640.0840.0630.0910.0660.0350.1320.1710.0340.1560.1760.2030.1190.1590.2370.2460.1340.0820.2530.1550.4010.1540.5190.3740.3370.0620.0220.2190.0440.3330.2970.0000.2310.2960.0520.2110.0810.1110.3990.0000.125
translate_(-0p1, 0p1)0.2510.1320.0880.2400.5950.3260.5900.1350.1620.0420.3620.6320.2500.1150.1280.4710.4030.3070.2100.2730.4460.6520.5870.6060.0070.2030.0300.0640.1860.0540.0940.0000.0490.1850.0180.0000.1950.2490.1280.0670.0970.0600.0430.0640.0450.1260.1910.0850.1490.1750.2250.1200.2310.2030.2670.1590.0810.2730.1470.3980.1490.5810.3400.3620.0310.0110.1500.0280.3330.2320.0000.1820.3100.0710.1940.0730.1670.3890.0000.125
translate_(-0p1, -0p1)0.2890.1700.1210.3030.5950.3610.5910.1380.2050.1000.4330.7110.3180.1550.1330.6200.4320.3680.2370.2820.4980.6820.6180.6330.0510.2940.0270.0850.2560.2160.1250.0480.0820.2330.0960.0000.2380.3270.2280.0840.1260.0810.0680.0930.0580.1620.2260.0770.1890.2490.2930.1760.2850.2910.2880.1910.1240.2320.1520.4430.2020.6380.4390.3830.0780.0220.2570.0660.3330.3050.0000.2600.3410.0940.3010.1110.1110.4260.0000.125
translate_(0p1, 0)0.2250.1300.0700.2330.6330.2500.5160.1070.1430.0390.3110.5260.2420.1020.0970.4050.3350.2820.1500.2150.4230.6290.5550.4920.0090.1880.0120.0210.1480.0000.0920.0000.0160.1870.0180.0000.1540.2410.1300.0540.0890.0600.0820.0430.0370.1170.1670.0510.1040.1100.1780.0870.1680.2200.2370.0940.0800.2730.1250.4040.1230.5320.3770.2990.0310.0110.1610.0340.3330.3200.0000.1550.2830.0490.1900.0960.0560.3920.0000.125
translate_(-0p1, 0)0.2790.1630.1120.2370.6350.3380.5610.1410.1980.0680.4220.5700.2730.1340.1270.5900.4120.3590.2000.3000.4800.6820.5870.6440.0340.2740.0360.0640.2120.0810.1170.0000.0410.2460.0350.0000.1880.2830.1910.1010.1200.0950.0670.0930.0500.1690.2050.0590.1680.2050.2670.1360.2640.2410.3330.1900.1120.2770.1920.4910.1710.6060.4140.4030.0780.0110.2120.0530.3330.2950.0000.2130.3620.0890.2580.0970.1110.3970.0000.125
translate_(0, 0p1)0.2400.1260.0890.2170.6150.3170.5270.1430.1510.0370.3440.6320.2730.0990.1090.4610.3870.2990.2030.2260.3980.6360.5420.4830.0140.1980.0150.0110.1630.0270.0900.0000.0160.1350.0000.0000.1510.2100.1230.0660.0900.0600.0840.0490.0460.1220.1760.0640.1340.1540.1920.1110.2050.2020.2200.1370.1040.2980.1290.4340.1380.5000.3280.3290.0310.0170.1650.0370.2500.2800.0000.1680.3010.0530.1830.1040.2220.3950.0000.125
translate_(0, -0p1)0.2790.1810.1300.2660.6070.3170.5630.1520.1810.0890.4040.6320.2730.1180.1300.5800.3930.3300.2150.2450.4670.7270.6040.5940.0450.3070.0210.0210.2380.0810.0920.0480.0490.2160.0530.0000.2080.2750.1860.0860.1340.0920.0810.0720.0480.1640.1980.0530.2140.2560.2290.1310.2300.2530.2460.1740.1230.2850.2040.4270.1810.5640.3690.3740.0620.0220.2630.0440.4170.2640.0000.2690.3310.0770.2690.1350.1670.4010.0000.125
rotated_30.2760.1630.1300.2620.6350.3240.5430.1550.2000.0680.4040.6180.2270.1350.1100.5310.3770.3030.2040.2710.4520.5680.5890.5780.0210.2350.0300.0320.1950.0270.0970.0480.0490.1870.0000.0000.2140.2880.2020.0870.1120.0930.0940.0770.0460.1410.1770.0820.1090.2050.2120.1120.2620.2560.2880.1900.1130.3090.1640.4690.1800.5720.3970.3440.0620.0440.2090.0600.3330.2950.0000.2060.3440.0740.2310.1380.1110.3860.0000.125
rotated_50.2780.1670.1340.2640.6670.3230.5340.1440.1860.0790.3810.6180.2500.1310.1200.5790.4030.3180.1930.2650.4580.6140.5850.5960.0210.2440.0330.0370.1890.0540.1610.0950.0490.1720.0180.0000.2070.2610.1830.0790.1390.1000.1140.0470.0460.1440.1820.0600.1760.1810.2300.1120.2310.2470.2800.2220.1130.3250.1730.4330.1990.5150.4170.3840.0470.0280.2190.0590.4170.3060.0000.2290.3530.0650.2150.1120.0930.4070.0000.125
rotated_100.2830.1760.1290.3020.5950.3100.5590.1550.1820.0820.3930.5700.2050.1060.1060.5580.4200.3010.2020.2570.4390.6140.5870.6030.0180.2300.0150.0850.1880.0810.1930.1430.0490.2260.0000.0000.1990.2800.1550.0750.1190.0880.1080.0570.0480.1210.1820.0990.1790.2130.2450.1170.2770.2980.2610.2550.1250.2830.1410.4580.1890.5220.4040.4130.0310.0220.2420.0690.3750.2990.0000.2640.3460.0740.2470.0970.0930.4060.0000.125
rotated_450.2610.1540.1000.2390.3450.2020.2910.0720.0170.0450.3060.5960.0450.0590.0750.5170.4080.1770.1940.1230.3230.5450.5690.5490.0140.1220.0210.0740.1560.1080.1540.1670.0330.1690.1230.0000.1740.2040.1870.0440.0420.0630.1400.0410.0420.1130.2170.0850.2290.2600.2450.1290.2150.2640.2530.1060.0470.0620.0820.2070.1260.5580.2910.3350.0620.0560.2210.1130.0280.0870.0000.1210.0840.0650.2420.0250.0560.3310.0000.125
rotated_600.2240.1560.0460.2260.2500.1340.1180.0420.0150.0250.1390.5260.0000.0350.0700.5160.3780.1580.0750.0830.2250.5000.5050.5210.0310.1170.0090.0210.1120.1220.1070.0710.0250.1150.0880.0000.1090.1310.1460.0220.0250.0410.1310.0260.0320.1000.2270.0550.2150.2430.2480.1820.1620.3120.2090.1040.0330.0130.0660.1350.1080.4040.2500.2260.0620.0720.0980.1170.0000.0140.0000.0880.0390.0580.1990.0120.0000.3000.0000.125
rotated_900.1610.1100.0020.1030.1670.1030.2180.0140.0000.0020.1390.4740.0000.0040.0750.4230.1890.0790.0440.0440.1410.3330.4380.4220.0070.0840.0060.0000.0810.0680.0330.0000.0000.1170.0350.0000.0570.0710.0730.0140.0100.0120.0240.0200.0240.0910.1560.0680.1110.2390.2090.1290.1420.2600.2200.0530.0160.0130.0810.1400.0300.3010.1750.0580.0310.0220.0390.0410.0000.0350.0000.0210.0860.0380.1720.0120.0560.2490.0000.125
flipH0.2620.1450.1250.2480.6510.3380.5360.1590.1720.0530.4060.5790.2840.1200.1270.4930.4020.3350.2220.2820.4670.6590.5460.6550.0270.2420.0380.0210.1650.0540.0780.0480.0660.1450.0610.0190.1530.2690.1400.0880.0880.1160.0620.0670.0520.1450.1620.0540.1840.2100.2050.1530.0900.2160.2750.1220.1190.2720.1770.4400.1630.5140.4870.3380.0310.0440.2290.0740.2710.1980.0000.1900.3390.0950.2040.0950.2780.4050.0000.125
flipV0.1780.1250.0250.1650.5050.2020.4760.0430.0360.0260.3890.5530.0450.0590.0970.4460.1990.2000.0130.0440.1980.0910.5330.4750.0140.0510.0000.0320.0820.0810.0620.1190.0160.1870.0000.0000.0620.1530.1070.0270.0390.0390.0870.0490.0240.0960.1580.0560.1230.1840.2220.1120.0830.2960.1190.0620.0230.0130.0400.1500.0860.2440.2220.2120.0620.0000.1670.0350.2920.1710.0000.0790.2330.0410.1830.0450.1110.2140.0000.125
dropout0.2500.1140.0980.2210.3290.1640.4860.1660.0880.0530.3700.5000.1140.0780.0520.2570.1460.2180.0870.1290.2650.3180.4700.4670.0070.2140.0150.0110.1210.0000.0420.0000.0000.0580.0000.0000.0980.1540.0610.0460.0350.0470.0530.0290.0300.1430.0890.0310.0420.1180.1850.0460.0420.0910.0930.0620.0530.1710.1040.2080.1110.2790.1800.2110.0310.0000.1080.0050.0830.1090.0000.0570.0540.0240.1240.0750.1670.1460.0000.000
Recall for model e2e_faster_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2670.1520.1220.2650.5560.3260.5510.1930.1660.0760.3850.4130.3210.1310.1500.4630.4080.3110.2760.2460.4830.6670.4860.5910.0320.2560.0230.0090.2240.0480.1030.0630.0190.1850.1030.0240.1640.1280.1620.0910.0800.0990.1330.0530.0590.1450.1880.1150.2140.1290.2190.1060.1320.2360.2090.1560.1190.2660.1810.4050.1490.5340.3460.2770.0420.0490.2240.0560.2240.2590.0000.1960.3970.0670.2060.1230.2310.4080.0000.070
gaussianblur_10.2640.1190.1230.2650.5790.3150.5710.1820.1750.0550.4100.5790.2500.1160.1090.4620.3660.3110.2000.2490.4540.5680.5570.5470.0250.2080.0290.0110.1760.0270.1100.0480.0490.2150.0700.0000.1820.2700.1610.0870.1000.0940.1170.0810.0420.1590.1680.0600.1600.1680.2260.1000.1570.2160.3220.1440.1260.3760.1500.4030.1560.5430.3730.3730.0310.0330.2550.0430.2920.3120.0000.2120.4070.0620.2040.1070.1670.3630.0000.125
gaussianblur_100.1140.0000.0180.0090.0240.0350.0550.0070.0000.0050.0280.1050.0450.0000.0150.0140.0000.0500.0000.0150.0310.0910.0000.0170.0000.0240.0000.0000.0000.0000.0000.0000.0000.0110.0000.0000.0000.0000.0000.0060.0080.0040.0000.0080.0000.0560.0270.0310.0210.1330.0070.0280.0130.0400.0850.0690.0040.0000.0100.0600.0170.0100.1560.1090.0310.0000.0000.0000.0830.0000.0000.0070.0000.0000.0320.0120.0000.0000.0000.000
gaussianblur_200.0400.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0120.0170.0000.0000.0140.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0130.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2230.0170.0480.1180.2220.1220.4440.1410.0610.0470.3470.5000.0680.0410.0400.2040.1420.1140.1000.0740.1810.3180.2550.2970.0000.1420.0000.0000.1010.0000.0000.0000.0160.0920.0000.0000.0000.0380.0430.0410.0170.0340.0130.0200.0000.0400.0750.0210.0310.0820.1680.0970.1210.1630.2030.1480.0240.1710.0660.1200.0960.4070.2700.1590.0310.0000.1270.0160.2500.1900.0000.1070.3760.0200.1130.0370.0000.2100.0000.000
superpixels_0p50.1150.0100.0170.0680.1550.0290.1880.0660.0150.0260.1670.4210.0910.0140.0230.0420.0220.0260.0000.0100.0540.1590.0970.1000.0000.0730.0000.0000.0260.0000.0000.0000.0000.0440.0000.0000.0000.0000.0000.0080.0000.0140.0000.0000.0000.0110.0110.0190.0000.0290.0650.0660.0000.0250.1020.1320.0050.0580.0200.0100.0170.1540.2030.0200.0000.0000.0290.0000.1250.0290.0000.0000.2390.0080.0430.0120.0000.1310.0000.000
superpixels_0p850.0230.0000.0020.0090.0240.0000.0270.0000.0000.0110.0280.4740.0000.0080.0100.0000.0000.0130.0000.0000.0000.0000.0210.0000.0000.0450.0000.0000.0000.0000.0000.0000.0000.0250.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0000.0000.0000.0000.0140.0140.0160.0000.0000.0000.0280.0020.0000.0400.0000.0000.0380.1140.0000.0000.0000.0000.0000.0000.0000.0000.0000.0410.0000.0000.0000.0000.0000.0000.000
colorspace_250.2500.1610.1120.2450.5600.3430.5690.1620.1690.0470.3750.5530.3640.1510.1180.4290.4080.3010.1880.2030.4070.6290.5590.4870.0390.2450.0260.0130.1710.0270.1080.0480.0660.1790.0180.0000.1650.2580.1470.0870.1030.0770.1000.0660.0380.1440.0990.0920.0380.1060.1690.0000.0750.0660.0930.1340.1170.2950.1650.4190.1560.5790.3880.3840.0310.0110.2780.0270.3330.2820.0000.1800.3660.0680.2360.1320.2220.3440.0000.000
colorspace_500.2430.1510.1090.2300.5480.3470.5570.1810.1660.0510.3890.5530.2950.1260.1130.4170.3560.2890.1770.1780.3840.5830.5710.4750.0370.2310.0180.0130.1990.0270.0940.0000.0330.1750.0000.0000.1650.2580.1080.0870.0930.0820.0930.0480.0240.1390.0490.0920.0100.1090.1200.0000.0000.0330.0760.1200.1080.3180.1530.4390.1660.5690.3950.4200.0310.0110.2680.0320.2500.2810.0000.1700.3620.0650.2360.1380.2220.3130.0000.000
averageblur_5_110.2540.1080.0970.2430.4680.3730.5790.1390.1220.0470.4310.5260.2950.0830.0780.3960.3060.2960.1750.1770.4020.4320.4950.4610.0020.2120.0240.0110.1580.0270.0890.0000.0160.1020.0180.0000.1440.2360.0910.0700.0790.0850.0930.0270.0120.1330.1230.0510.1420.1220.1910.0730.1020.2450.2370.1410.0950.2300.1220.3370.1470.4890.3230.3720.0310.0110.1420.0320.2920.2810.0000.1860.2970.0430.2040.0930.1670.3140.0000.125
medianblur_10.2540.0970.0910.2410.4250.2890.5450.1570.0820.0550.4100.5790.2730.0870.0800.3920.3360.2490.1690.2670.4120.5450.5170.4610.0070.2330.0060.0110.1220.0140.1100.0000.0410.1510.0000.0000.1340.2340.1420.0710.0840.0650.0800.0640.0240.1360.1010.0580.1300.1230.1710.1050.1460.1980.2290.1670.0920.2720.1010.3710.1520.5820.3380.3420.0310.0330.1860.0320.2920.2130.0000.1560.3260.0320.2150.0740.1670.3510.0000.125
sharpen_00.2570.1380.1240.2430.5420.3310.5680.1790.1400.0580.4030.5790.2730.1350.0870.4680.3330.3180.1440.2080.4230.5450.5570.5010.0250.2190.0230.0070.2150.0270.1040.0000.0330.1140.0180.0000.1510.2540.1670.0740.0960.0760.0900.0660.0260.1160.1520.0380.0590.1980.2110.0620.1580.1610.2370.1080.1250.3730.1680.3340.1380.4620.3230.3810.0310.0110.1910.0270.3330.2580.0000.1330.3420.0550.2370.1070.2220.3510.0000.000
sharpen_10.2610.1480.1200.2170.5180.3190.5760.1750.1360.0580.3980.6320.2880.1350.1000.4120.3280.2930.1380.2100.3930.5300.5550.5040.0380.2050.0210.0070.1920.0270.1070.0000.0330.1900.0180.0000.1810.2610.1690.0880.1160.0750.0760.0740.0080.1190.1010.0590.0800.2000.2250.0540.1390.1950.2490.1180.1250.3590.1730.3470.1510.5820.3290.3950.0310.0000.1960.0270.3330.2690.0000.1580.3350.0580.2370.1260.2220.3710.0000.125
sharpen_20.2590.1380.1220.2310.5480.3330.5430.1850.1700.0580.4030.6490.2500.1260.0970.4660.3360.3020.1380.1690.4330.5760.5520.5250.0380.2360.0290.0050.2030.0270.1110.0000.0330.1530.0180.0000.1650.2450.1650.0780.0940.0730.0840.0610.0300.1170.1440.0520.0690.2020.2360.0560.1390.1780.2290.1220.1170.3580.1680.3170.1460.5400.3420.4090.0310.0110.2240.0270.3330.2220.0000.1750.3620.0580.2150.1300.2220.3640.0000.125
addintensity_-800.2450.1280.1090.2380.5710.3090.5950.1230.1440.0420.4240.5260.2050.0910.1030.4000.3280.2690.1770.2040.3380.4620.5190.5400.0140.2350.0240.0160.1270.0270.1170.0000.0330.2030.0350.0000.1410.2300.1750.0510.0720.0610.1030.0450.0240.1640.1690.0690.0890.0850.2150.0710.2170.2230.2540.1270.0740.2900.1280.3950.1350.4890.3520.3290.0310.0220.2120.0210.2500.1950.0000.1680.2770.0580.2010.1010.1670.3130.0000.125
addintensity_800.2620.1470.1190.2400.5300.3350.5870.1410.1670.0660.3530.5260.2950.1080.0990.4550.4150.3360.1540.2320.4490.6140.5680.5320.0360.1910.0170.0160.1760.0270.1030.0000.0330.1660.0180.0190.1650.2510.1890.0820.1160.0730.1030.0520.0420.1380.1910.0880.1220.1990.2200.0590.1320.2370.2920.1240.1240.3200.1580.4160.1460.5450.3590.3970.0310.0220.2290.0370.2920.2750.0000.1800.3890.0540.2370.1190.1670.3420.3330.125
elementrandomintensity_10.2420.0600.0900.1720.2640.1900.3530.0950.0430.0370.3470.5390.1360.0610.0230.2090.2490.2510.1060.0910.1540.4550.4460.4310.0000.1990.0150.0110.0520.0000.0470.0000.0000.1060.0000.0000.0860.1790.0790.0150.0460.0460.0400.0080.0240.0710.0420.0150.0000.0050.1660.0050.0620.0890.1360.0830.0320.1380.0690.1400.0990.3170.2030.1540.0310.0000.0390.0000.0830.0600.0000.0870.0810.0040.0590.0580.1110.3030.0000.000
multiplyintensity_0p250.2510.1280.1010.2230.5600.3590.5530.1460.1350.0470.4170.5260.1820.1050.0900.4520.3960.2960.1690.2170.3760.5300.5360.5580.0370.1650.0120.0110.1720.0270.0970.0000.0160.1580.0350.0000.1810.2210.1740.0560.0840.0670.0870.0410.0300.1380.1260.0310.0620.1540.1450.0390.1390.2010.2370.0730.0860.3400.1820.3710.1390.5320.3840.3860.0310.0110.3040.0270.2920.2620.0000.1640.2830.0470.2260.1110.1670.2860.0000.125
multiplyintensity_20.2660.1440.1090.2700.5480.3420.5050.1660.1450.0580.3540.5260.3410.1010.1010.4220.3680.2990.1380.1990.4150.6140.5780.5640.0360.1940.0370.0320.1590.0270.0890.0000.0160.1640.0350.0000.1640.2380.1280.0850.0890.0780.0980.0740.0180.1200.1490.0850.1560.1300.1990.0400.1940.2290.2120.1640.1200.3380.1390.3590.1620.4870.3700.4070.0470.0220.2040.0430.1670.3090.0000.1690.3460.0630.2370.1150.1110.2950.0000.125
contrastnormalization_00.2580.1370.1180.2210.5360.3370.6150.1590.1720.0550.3740.5790.2500.1360.1090.4070.3430.2880.1890.1980.4570.5230.5610.4860.0310.2130.0120.0210.1670.0270.0940.0480.0330.1890.0180.0000.1670.2580.1750.0880.1240.0820.1170.0490.0270.1480.1640.0850.1090.1820.2170.0810.1630.1920.2970.1530.1180.3210.1650.4000.1560.5370.3660.4110.0310.0170.2780.0210.3330.2150.0000.1800.3570.0720.2370.1260.1670.3400.0000.125
contrastnormalization_10.2590.1070.1150.2280.5600.3220.5810.1540.1700.0500.3840.6320.3180.1290.1120.4820.3580.2820.1840.2060.4530.6140.5610.5690.0350.2050.0150.0210.1970.0270.0690.0480.0490.2060.0350.0190.1510.2760.1640.0860.1150.0910.1110.0700.0630.1540.1650.0460.1630.1640.2220.0930.1750.2240.2880.1600.1210.3220.1360.3750.1460.5490.3990.3840.0310.0220.2560.0430.2500.2850.0000.1900.3370.0730.2150.1130.1670.3580.0000.125
contrastnormalization_20.2630.1410.1190.2350.5480.3240.5460.1550.1570.0630.3850.6180.2730.1390.1050.4660.3880.2900.2000.2210.4100.6140.5820.5580.0380.2230.0170.0110.1910.0270.0870.0000.0330.1810.0700.0000.1800.2840.1730.0910.1070.0920.1100.0410.0380.1620.1550.0660.0900.1710.2110.0920.1620.1980.2880.1670.1230.3480.1620.3810.1520.5370.3650.3710.0310.0110.2960.0440.2920.2400.0000.2000.3930.0610.2470.1400.1670.3530.0000.125
elastic_10.1990.0000.0590.0130.0000.0870.1050.0250.0080.0260.2780.4210.1360.0400.0080.3430.1320.1510.0560.0200.2300.3180.0310.1830.0000.0960.0000.0000.0100.0270.0080.0000.0000.0330.0000.0000.0000.1400.0240.0070.0080.0210.0000.0080.0120.0400.0370.0080.0000.1300.1030.0690.0130.1360.1690.0560.0090.0320.0200.0400.0270.2400.2150.0810.0310.0000.0000.0110.0000.0000.0000.0360.0000.0000.0000.0310.1110.1460.0000.000
scaled_1p250.2880.1410.1200.2960.5950.3480.5250.1550.2070.0920.4070.6840.3640.1140.1310.6100.4850.3550.2370.2770.4830.6360.5910.6560.0430.2740.0240.1050.2500.2160.2110.0000.0820.2290.1050.0000.2150.3030.2360.0880.1730.0930.1130.0850.0600.1510.2710.0850.3020.2120.3190.1810.2650.3240.2970.2310.1260.3290.1680.4360.1850.5610.4060.4180.0780.0220.2350.0760.3330.3110.0000.2410.3960.0940.3010.1140.1110.4350.0000.125
scaled_0p750.1730.0880.0450.1870.4370.2260.5350.1070.0740.0120.3080.5260.2420.0780.1000.3430.3390.2190.1470.1970.3910.5610.4840.4140.0070.1400.0060.0000.1180.0000.0790.0000.0000.1060.0260.0000.0840.1200.0440.0340.0370.0290.0400.0250.0030.0490.1230.0620.1160.0690.0830.0700.1070.1110.1860.1180.0540.2500.0720.3650.1030.4130.2850.3130.0310.0110.1370.0110.1250.2150.0000.0950.3250.0410.1450.0590.1480.2900.0000.125
scaled_0p50.1040.0460.0200.1400.3220.1710.4110.1000.0320.0080.1970.2630.0380.0600.0370.3120.2060.1680.0940.1250.2650.3410.3230.3000.0000.1140.0000.0000.0550.0000.0250.0000.0000.0600.0000.0000.0050.0600.0060.0110.0080.0070.0000.0000.0000.0450.0730.0230.0760.0190.0320.0170.0570.1080.1020.1250.0120.1450.0300.3290.0620.2500.1290.1380.0000.0000.0100.0160.1670.0620.0000.0670.2070.0150.0650.0210.1110.1670.0000.062
scaled_(1p25, 1p0)0.2790.1700.1010.2790.6490.3510.5910.1760.2180.0660.3910.5610.3180.1190.1200.5920.4100.3120.1940.2680.4840.7050.5620.6180.0380.2430.0240.0690.2020.1080.1580.0000.0490.2040.0530.0190.1800.2800.1930.0890.1210.0870.0920.0900.0520.1540.2150.0740.1700.1910.2670.1410.2380.2700.2880.2200.1100.3430.1280.4750.1920.5190.3950.4180.0470.0220.1730.0580.3330.3080.0000.2630.3740.0960.2420.0780.1110.3640.0000.125
scaled_(0p75, 1p0)0.2040.1190.0640.2160.5200.2890.5490.1230.1320.0280.3200.5260.2420.0850.1090.3650.2990.2790.1500.2060.4130.5150.5260.4170.0070.2040.0120.0160.1310.0000.0640.0000.0160.1410.0180.0000.1230.1910.1210.0640.0740.0480.0640.0410.0090.0910.1470.0380.1270.0810.1350.0820.1350.1980.2200.1060.0690.2900.1360.3020.1110.4490.3490.3300.0310.0110.1860.0210.2080.2110.0000.1220.3510.0470.1670.1020.1480.2710.0000.125
scaled_(1p0, 1p25)0.2800.1540.1290.2630.6010.3420.5370.1670.1800.0920.4080.5700.2950.1380.1330.5660.4050.3360.2060.2300.4400.5980.6150.5920.0260.2990.0200.0320.2060.0810.1170.0480.0490.2240.0530.0000.1870.2730.1930.0810.1320.0800.0760.0640.0640.1410.2300.0770.2480.2320.2440.1290.2030.2660.2710.2180.1260.3000.1420.3580.1570.5460.4140.3880.0310.0110.2910.0640.4170.2960.0000.2400.4120.0700.2690.1450.2220.3470.0000.125
scaled_(1p0, 0p75)0.2290.1160.0840.2440.5600.3240.5560.1470.1170.0260.3450.5260.2270.1150.1030.4540.3770.2870.1730.2220.4070.7050.5050.5220.0140.1460.0060.0110.1470.0270.0780.0000.0160.1480.0350.0000.1030.1820.1040.0470.0930.0610.1070.0450.0280.1170.1320.0870.1530.1100.1520.0650.1710.1510.1980.1250.0900.2990.0870.4030.1300.4390.3500.3560.0310.0220.2060.0270.1670.1860.0000.1790.3810.0580.1830.1050.1670.3170.0000.125
translate_(0p1, 0p1)0.2040.0790.0610.2180.5400.2690.5060.1130.1080.0230.3410.5260.2390.0940.1030.3770.3410.2630.1640.2000.4090.5830.5210.4810.0070.1400.0120.0110.1430.0000.0810.0000.0160.1290.0530.0000.1380.1650.1120.0390.0530.0380.0600.0370.0150.1040.1460.0690.1090.0830.1510.0740.1590.1700.2080.1160.0720.2990.0680.3360.1170.4840.3310.3200.0310.0110.1270.0210.2500.2550.0000.1360.3470.0490.1610.1110.1110.3470.0000.125
translate_(0p1, -0p1)0.2390.1300.0890.2840.6270.2850.5260.1540.1860.0600.3770.6580.2390.1350.1100.4570.3980.2890.1850.2100.4160.6060.5780.5240.0180.2680.0120.0210.1980.0540.1030.0480.0160.1840.0350.0000.1750.2660.1610.0750.1010.0570.0930.0490.0390.1480.1740.0320.1910.1590.2290.0980.1510.2340.2710.1340.0900.3180.1620.3860.1640.5300.3600.3520.0310.0220.1980.0530.2920.2640.0000.1700.3950.0550.2040.1310.1110.3450.0000.125
translate_(-0p1, 0p1)0.2520.0950.0840.2480.5750.3240.5790.1590.1650.0340.3840.5790.2500.1150.1310.4840.4190.3220.2090.2720.4370.6970.5680.5900.0230.1780.0300.0640.1950.0540.1060.0000.0490.1890.0350.0000.1720.2590.1430.0710.1230.0770.0730.0640.0810.1260.1990.0870.1980.1470.2230.1080.2300.1820.2410.1860.1030.3010.1200.3650.1390.5540.3580.3830.0310.0220.1700.0510.3330.2870.0000.2100.3700.0790.2150.0990.2220.4040.0000.125
translate_(-0p1, -0p1)0.2900.1520.1190.3020.5950.3500.6020.1710.2030.0920.4260.7280.3180.1760.1350.5970.4730.3640.2310.3030.4920.6590.6300.6540.0260.2920.0300.0850.2470.1890.1260.0950.0820.2190.0700.0190.1980.3250.2580.0880.1400.0950.0780.0630.0810.1600.2190.0840.2990.2050.2980.1740.2920.2730.2970.2180.1360.3000.1740.4750.1980.6200.4430.4100.0940.0060.2520.0850.2920.2980.0000.2740.4080.0890.3010.1360.2220.4210.0000.125
translate_(0p1, 0)0.2240.1160.0670.2570.5950.2930.5240.1190.1420.0330.3180.6320.2390.1120.1040.4350.3720.2770.1750.2410.4180.6520.5610.4920.0190.1820.0240.0210.1520.0270.0860.0000.0160.1640.0350.0000.1390.2110.1430.0540.0900.0680.1040.0530.0280.1280.1540.0590.1740.1080.1940.0760.1530.1910.2260.1490.0910.3310.1340.3750.1310.4820.3600.3470.0310.0110.1960.0320.2920.2620.0000.1600.3440.0540.1830.1200.1110.3610.0000.125
translate_(-0p1, 0)0.2770.1520.0990.2630.6310.3550.5880.1650.1940.0610.4070.5790.3410.1480.1290.5390.4580.3440.2060.2930.4950.6820.5710.6270.0470.2170.0330.0850.2310.1080.1030.0000.0490.2070.0700.0000.1720.2840.2290.0920.1320.1020.0920.0800.0810.1750.2120.0840.2290.2000.2500.1250.2260.2520.3260.1880.1300.3470.1710.4610.1740.5920.4280.4180.0470.0110.2220.0620.2920.2640.0000.2300.4480.0860.2580.0990.2220.3880.0000.125
translate_(0, 0p1)0.2430.1000.0900.2300.6070.3370.5440.1670.1420.0290.3560.5790.2730.0880.1130.4570.3980.3060.1990.2260.4050.5980.5570.5420.0270.1670.0120.0110.1420.0270.0890.0000.0330.1660.0530.0000.1350.2150.1230.0710.1050.0730.0930.0640.0140.1290.1590.0690.2050.1200.2110.1020.1820.1890.2370.1380.1040.3050.1030.4010.1180.5300.3570.3250.0310.0330.2320.0320.2500.2870.0000.1640.3500.0680.1940.1480.1670.3760.0000.125
translate_(0, -0p1)0.2800.1690.1330.2920.5950.3290.5440.1970.1990.0870.4210.6320.3410.1410.1340.5230.3910.3570.2120.2220.4590.7050.6090.6000.0240.3010.0110.0320.2430.0810.1030.0480.0490.2300.0530.0000.2010.3080.2160.0930.1250.0910.0970.0680.0450.1670.2080.0690.2570.1880.2350.1230.2280.2650.2630.1840.1200.3070.1770.4210.1930.5620.3800.3800.0310.0220.2970.0740.3330.2910.0000.2300.4120.0740.2690.1500.1670.4120.0000.125
rotated_30.2730.1520.1270.2680.6100.3370.5570.1670.1740.0660.3810.6180.2050.1330.1230.5390.3930.3350.2040.2570.4670.6740.6150.5710.0300.2350.0300.0370.1730.0540.1280.0480.0660.1970.0530.0000.1990.2740.2100.0860.1260.1110.0990.0770.0360.1620.1830.0990.2260.1750.2340.1100.2100.2750.3000.2010.1260.3030.1850.4480.1830.5540.3780.4150.0470.0280.3040.0320.4170.2930.0000.2350.4340.0770.2260.1340.2220.4100.0000.125
rotated_50.2800.1510.1280.2820.6250.3430.5490.1740.1940.0760.4100.5630.1970.1300.1260.5470.4030.3080.2100.2600.4590.6360.5830.5670.0230.2340.0380.0480.1720.0540.1170.0480.0490.1960.0350.0000.1930.2620.2000.0900.1390.1040.1060.0860.0500.1410.1990.0840.2290.1680.2600.1060.1810.2670.2800.2010.1310.3290.1650.4260.1920.5620.3820.4180.0470.0560.2820.0430.3750.3130.0000.2340.4840.0710.2580.1110.1670.3920.0000.125
rotated_100.2880.1590.1270.2890.6430.3470.5700.1790.1810.0840.4210.5660.2500.1200.1240.5470.4250.3090.2150.2760.4640.5610.5780.5810.0270.2200.0280.0760.1740.0810.1720.1430.0660.2060.0700.0000.1750.2840.1620.0800.1370.0870.1010.0850.0520.1670.2230.0910.1810.2200.2420.1060.2580.3080.2280.2590.1260.3560.1460.4330.1970.5340.3660.4160.0620.0560.2950.0740.3330.2690.0000.2520.4290.0690.2470.1180.1480.4150.0000.125
rotated_450.2580.1590.0950.2860.4330.1660.3700.0990.0260.0330.3430.6320.0450.0170.0710.5180.4530.1840.1690.0950.3440.5980.5940.5420.0410.1240.0080.0690.1200.1350.1660.1900.0160.1780.1320.0190.1540.1700.1590.0430.0730.0620.1630.0410.0700.1390.2010.0450.2470.2220.2550.1470.1750.2740.2340.1880.0520.0800.0810.2650.1240.4900.2440.4070.0620.0440.1420.0850.0420.1510.0000.1140.1710.0680.2200.0120.1480.3600.0000.083
rotated_600.2170.1400.0440.2150.3450.1220.2450.0560.0150.0070.1940.6840.0000.0130.0750.4770.4180.1710.1250.0820.1890.5450.5260.4970.0270.0700.0140.0530.1580.0810.0850.0950.0000.1260.0700.0000.1020.1010.1200.0280.0290.0510.1290.0400.0350.1340.2200.0380.2880.2290.2660.1650.1940.2970.2120.1600.0330.0250.0810.1600.0950.4520.2210.2630.0620.0700.1180.1240.0000.0700.0000.0500.0570.0490.2040.0120.0560.3220.0000.125
rotated_900.1560.1170.0030.1020.1190.0680.2180.0140.0080.0000.1940.4740.0450.0040.0900.4720.1970.1010.0440.0710.1300.4090.4580.4390.0140.0670.0090.0000.1020.0810.0670.0000.0000.1390.0180.0000.0470.1010.0850.0110.0250.0090.0580.0250.0240.1030.1850.0490.0870.2250.2070.1290.1500.2650.2030.1020.0140.0260.0810.1670.0460.3750.1840.0760.0310.0220.0390.0310.0000.0230.0000.0140.0880.0340.1830.0000.1110.2650.0000.125
flipH0.2630.1370.1260.2730.6070.3520.5940.1570.1500.0610.4630.5790.1670.1420.1310.4590.4500.3210.2480.2580.4720.6670.5580.6420.0160.2400.0380.0210.1940.0810.0970.0480.0660.1490.1050.0190.1350.2260.1320.1000.0840.1200.0930.0790.0520.1750.2080.0700.2470.1700.2170.1160.1150.1980.2750.1590.1320.3080.1650.4450.1610.5340.4730.3230.0160.0560.2370.0800.2780.1890.0000.1950.4070.0800.2340.1110.2780.3900.0000.125
flipV0.1800.1400.0170.1520.4800.1920.4550.0310.0230.0240.3750.5790.0450.0640.0940.4510.2360.1320.0250.0290.2080.1590.4840.4390.0210.0610.0120.0430.0940.0810.0500.0950.0330.1390.0000.0190.0680.1430.1280.0240.0530.0400.0910.0410.0380.1310.1770.0690.1850.1970.1990.0900.0960.3220.1190.0970.0240.0060.0300.2320.0700.3210.2410.2200.0620.0220.1710.0480.3330.1710.0000.0430.2220.0560.2040.0560.1110.2340.0000.125
dropout0.2560.0990.1000.2150.4900.1970.4620.1430.1030.0500.3980.5260.1820.0930.0420.2860.2390.2940.1560.1000.2950.3640.5160.5390.0000.2120.0090.0110.1310.0000.0580.0000.0000.1080.0000.0000.1330.1610.1280.0380.0290.0460.0600.0270.0180.1100.1160.0620.0210.1100.2430.0670.0810.1260.1100.1160.0790.2130.1180.2460.1210.2180.2530.2750.0310.0000.1080.0000.2080.1300.0000.0860.0500.0210.1510.0740.1850.1820.0000.000
Recall for model e2e_faster_rcnn_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2640.1640.1210.2790.5700.3000.5470.1970.1640.0810.4100.4300.3320.1540.1560.4330.3990.3240.3090.2550.4770.6380.5000.5850.0350.2680.0260.0160.2300.0480.1000.0870.0230.1980.1080.0200.1710.1280.1480.0960.0890.1050.1370.0580.0680.1380.2080.1240.2120.1260.2150.1020.1240.2310.2010.1370.1270.2590.2200.4310.1750.5430.3630.2680.0330.0530.2310.0590.2480.2860.1110.2290.4210.0730.2120.1130.2310.3890.0000.070
gaussianblur_10.2670.1530.1310.2700.6290.3130.5470.1680.1620.0610.4360.5660.2730.1530.1120.4300.3560.3000.2070.2550.4350.5230.5990.5930.0380.2490.0300.0160.1750.0270.0930.0000.0490.1700.0530.0000.1810.2470.1670.0880.1220.0890.1330.0900.0630.1430.1980.0870.1420.1670.2270.1020.1570.2020.2800.1610.1450.3540.1850.5170.1580.5430.3660.3790.0470.0500.2190.0590.2920.3440.0000.1960.4180.0770.2260.1030.1110.3580.0000.125
gaussianblur_100.1490.0000.0210.0170.0000.0640.0180.0040.0000.0130.0000.1050.0450.0170.0100.0820.0220.0130.0000.0200.0560.0230.0000.0170.0000.0120.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0030.0000.0050.0000.0000.0000.0360.0340.0230.0000.1560.0000.0280.0500.0420.0850.0280.0010.0000.0100.0400.0190.0100.1380.0720.0000.0000.0000.0050.0420.0000.0000.0000.0000.0050.0270.0000.0000.0000.0000.000
gaussianblur_200.0620.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0050.0170.0000.0000.0430.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0190.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2380.0130.0600.1230.3270.1460.4290.1310.0440.0370.4030.5260.1360.0630.0630.2250.2640.1390.1000.1030.2310.2950.2570.2560.0000.1830.0060.0000.0690.0140.0000.0000.0000.0920.0000.0000.0790.0710.0490.0360.0320.0350.0290.0200.0120.0560.0890.0540.0760.1300.1970.0990.0810.1400.2030.1850.0410.1420.0640.1830.1360.3990.3080.1590.0310.0110.1670.0110.2080.1300.0000.1290.2930.0280.1510.0640.0000.2400.0000.000
superpixels_0p50.1430.0130.0250.0420.1790.0330.2150.0420.0100.0300.2080.4740.0450.0300.0230.0630.0410.0000.0000.0150.0330.0680.0360.0330.0000.1220.0000.0210.0100.0000.0000.0000.0000.0440.0000.0000.0000.0000.0120.0120.0080.0160.0000.0000.0000.0060.0250.0540.0000.0700.0890.0690.0500.0610.1440.1110.0150.0450.0300.0700.0450.1790.2870.0180.0000.0000.1310.0000.0830.0350.0000.0290.1890.0160.0860.0120.0000.1080.0000.000
superpixels_0p850.0420.0000.0030.0000.0360.0000.0450.0110.0000.0160.0560.4470.0000.0080.0070.0000.0000.0000.0000.0000.0000.0000.0100.0000.0000.0520.0000.0000.0000.0000.0000.0000.0000.0300.0000.0000.0000.0000.0120.0030.0000.0070.0000.0000.0000.0000.0000.0000.0000.0140.0160.0000.0000.0000.0340.0230.0020.0000.0400.0000.0000.0060.1520.0000.0000.0000.0200.0000.0830.0000.0000.0000.0360.0030.0050.0000.0000.0150.0000.000
colorspace_250.2510.1580.1270.2770.5950.3370.5870.1560.1730.0420.4020.5790.3640.1750.1110.4140.3930.3310.2110.2350.4410.6590.6060.5350.0430.2290.0150.0000.1600.0270.0940.0000.0490.1710.0350.0000.2170.2290.1790.0980.1100.0810.1530.0490.0870.1320.1040.0920.0240.0720.2130.0000.0500.0690.1020.1030.1300.2820.1750.4630.1660.5510.3760.3760.0310.0220.2390.0340.3330.3080.0000.1770.3950.0690.2300.1380.1670.3550.0000.125
colorspace_500.2490.1580.1200.2760.6230.3220.5730.1870.1670.0530.4170.6050.3180.1520.1120.4050.3510.3340.1840.2190.4340.6360.5960.4970.0420.2430.0120.0000.1700.0270.1030.0000.0660.1940.0180.0000.1930.2010.1750.0900.1110.0820.1310.0460.0670.1380.0870.0540.0070.0940.1180.0000.0000.0550.1020.1340.1280.2420.1850.5320.1790.5610.4000.4140.0310.0110.2370.0410.3330.3000.0000.1810.3680.0680.2470.1290.2220.3360.0000.125
averageblur_5_110.2560.1040.1020.2620.5440.3600.5980.1670.1260.0450.3890.5960.2580.1380.1090.4000.3590.2760.1750.2440.4210.4920.5310.4470.0130.2300.0180.0110.1580.0270.0860.0000.0160.1220.0000.0000.1430.2470.1160.0680.0930.0830.1030.0420.0420.1210.1360.0510.1060.1640.2010.0920.1380.2140.2200.1210.0970.2360.1080.4340.1890.4450.3270.3110.0470.0170.1760.0320.3330.2650.0000.1830.3810.0470.1900.1170.1110.2900.0000.125
medianblur_10.2570.1050.0930.2770.4680.2970.5350.1370.1000.0550.3630.5790.3180.1280.0890.4090.3460.2090.1900.2840.4130.5910.5530.4810.0190.2580.0180.0210.1110.0140.0850.0000.0330.1460.0000.0000.1630.2170.1460.0850.0890.0620.1220.0720.0480.1200.1080.1100.1280.1730.1900.1230.1500.1740.2120.1200.1130.2920.1050.4430.1690.5220.3460.3300.0620.0330.1570.0250.2500.2360.0000.1950.3030.0300.2260.0910.0560.3190.0000.125
sharpen_00.2580.1630.1190.2320.5600.3480.5390.1960.1560.0630.4120.5790.2950.1220.0910.4780.3560.2970.2000.2390.4380.4770.5940.5890.0400.2350.0220.0160.2050.0270.1150.0000.0330.1680.0530.0000.1790.2550.1830.0840.1160.0790.0970.0620.0300.1220.1470.0310.0490.2240.2260.0590.2150.1750.2490.1240.1330.3240.1960.4650.1410.4820.3630.3910.0310.0220.1900.0480.2500.3220.0000.1650.3170.0650.2380.1070.1110.3350.0000.000
sharpen_10.2600.1920.1210.2560.5770.3330.5760.1760.1660.0630.3910.5790.3330.1330.1130.4530.3450.3000.1950.2120.4470.4770.5760.5510.0450.2310.0260.0000.2060.0270.1070.0000.0490.2050.0530.0000.1960.2540.1930.0890.1210.0940.0840.0580.0390.1230.1310.0330.1220.1980.2620.0530.1610.1720.2510.1570.1340.2860.1810.3770.1580.5240.3280.3450.0310.0440.1760.0320.3330.2770.0000.1890.3260.0670.2330.1130.1110.3340.0000.062
sharpen_20.2550.1700.1200.2390.5420.3300.5430.1660.1610.0630.4120.5920.2500.1380.1120.4590.3460.2950.1880.2100.4470.5760.5540.5760.0310.2440.0210.0110.1920.0270.1240.0000.0330.1560.0180.0000.1660.2300.1740.0860.1160.0940.1160.0400.0420.1280.1280.0480.0950.2220.2480.0620.1490.1860.2180.1430.1340.3120.1660.3680.1450.4900.3330.4080.0310.0330.2250.0430.3330.3240.0000.1830.3100.0580.2280.0970.1670.3560.0000.125
addintensity_-800.2440.1230.1120.2410.5600.3480.5580.1360.1450.0630.4160.5790.2050.1130.1120.4050.3860.2610.1840.2290.3770.4390.5730.5680.0330.2830.0210.0080.1090.0270.0690.0000.0490.1780.0180.0000.1650.2500.1630.0660.0910.0600.0780.0450.0360.1360.1860.0690.0750.1360.2170.0580.1680.2190.2420.1570.0960.2540.1230.4550.1370.5260.3120.3430.0310.0170.1900.0320.2920.2470.0000.1610.2980.0580.1940.0770.0810.3470.0000.125
addintensity_800.2610.1530.1250.2870.6070.3150.5250.1660.1740.0680.3840.5790.3640.1290.1010.4390.3870.3300.1940.2480.4560.5910.6010.5650.0350.2240.0260.0320.1960.0270.0830.0000.0660.1710.0180.0190.2020.2600.2070.0890.1200.0910.1360.0550.0850.1340.1750.0920.1770.1790.2490.0740.1300.2120.2640.1370.1290.2550.1660.4880.1520.5470.3410.4190.0470.0390.2120.0530.2920.3430.0000.1820.3660.0710.2330.1190.0930.3670.0000.042
elementrandomintensity_10.2590.0880.1050.1560.2500.2300.3330.1300.0580.0370.3290.5440.1140.0770.0380.2580.3010.2250.1380.1260.2660.3410.5000.4580.0070.2240.0120.0210.0600.0140.0670.0000.0000.0930.0000.0000.0860.1730.1460.0230.0400.0360.0670.0110.0240.0630.0350.0030.0000.0170.1820.0040.0870.0770.1610.1080.0490.0750.0910.1350.0700.3040.1900.1430.0000.0000.0390.0000.0830.0730.0000.0570.0810.0150.1110.0560.0370.3120.0000.000
multiplyintensity_0p250.2540.1370.1150.2610.6110.3490.6140.1500.1340.0420.3980.5440.1820.1130.1080.4140.3910.2850.1880.2250.3970.5380.5680.5750.0330.2200.0240.0160.1310.0270.0920.0000.0160.1570.0350.0000.1790.2170.1590.0630.1170.0770.1170.0530.0420.1210.1110.0360.0690.2250.1780.0600.1640.2020.2200.1190.1110.3540.1500.4630.1490.5870.3690.3680.0310.0220.2550.0430.3330.2390.0000.1520.3150.0580.2150.0860.0560.3450.0000.125
multiplyintensity_20.2630.1830.1290.2780.5880.3310.5160.1620.1510.0630.3770.5530.3410.1190.1010.4790.3960.3310.1710.2130.4510.5530.6150.5760.0400.2070.0380.0110.1760.0270.0900.0000.0330.1380.0180.0000.1840.2080.1810.0820.1310.0810.1430.0480.0560.1110.1480.0850.1810.1240.2450.0600.1850.2350.2200.1530.1230.2680.1710.5040.1660.4760.3960.4160.0620.0280.2060.0570.2080.3180.0000.1670.3760.0690.2370.1170.0560.3050.0000.125
contrastnormalization_00.2610.1530.1300.2460.6710.3150.5530.1830.1820.0660.3780.5790.3180.1420.1180.4100.4100.2960.2210.2420.4630.5980.6080.5470.0330.2560.0320.0320.1810.0270.1000.0000.0330.2030.0530.0000.2140.2470.1780.1030.1110.0820.1180.0490.0740.1410.1980.0590.0710.1750.2270.0970.1560.2070.2680.1530.1370.3520.1930.5630.1660.5830.3450.4090.0310.0370.2220.0430.2920.2810.0000.1900.3310.0810.2370.1070.1480.3760.0000.125
contrastnormalization_10.2590.1240.1170.2440.6710.3190.5440.1670.1770.0610.4260.5260.3180.1470.1160.4610.3380.2980.1830.2210.4570.5910.6060.5880.0410.2490.0180.0210.1750.0270.0890.0000.0490.2090.0880.0000.1810.2510.1810.0980.1340.0840.1070.0720.0500.1450.1760.0860.1340.1760.2320.0910.1770.1760.3040.1520.1420.3120.1740.4550.1680.5380.4030.3690.0000.0280.2370.0590.3330.3180.0000.1860.3370.0800.2370.1090.0930.3820.0000.125
contrastnormalization_20.2610.1520.1270.2760.6150.3150.5730.1640.1750.0710.3880.6320.2730.1300.1110.4400.3770.3140.1910.2530.4720.6820.6080.5560.0390.2540.0410.0320.1830.0270.0920.0000.0490.2060.0530.0000.1820.2630.1950.0880.1190.0890.1040.0500.0730.1340.1650.0680.0890.1930.2190.1060.1980.2030.2820.1440.1350.3460.1670.4780.1600.5320.3690.3860.0620.0330.2420.0480.2920.2890.0000.1830.3510.0720.2440.1080.0930.3610.0000.125
elastic_10.2250.0000.0600.0000.0000.1090.0680.0350.0040.0290.3240.4120.0830.0300.0050.1270.1320.0960.0250.0200.2850.3410.0360.2250.0000.1540.0000.0000.0000.0270.0080.0000.0000.0390.0000.0000.0000.1450.0300.0110.0080.0300.0000.0000.0120.0300.0220.0310.0000.1640.0620.0430.0250.0730.1100.0320.0120.0110.0400.0200.0320.1410.1580.0200.0000.0110.0000.0000.0000.0000.0000.0140.0000.0000.0000.0620.0000.1490.0000.000
scaled_1p250.2880.1590.1220.2870.5910.3570.5740.1810.2080.0920.4060.6490.4320.1330.1420.5940.4800.3690.2400.2930.4960.6210.6490.6410.0490.3400.0300.1180.2750.2160.1860.0480.0980.2490.1400.0000.2400.3200.2410.0940.1380.0930.1310.1160.0620.1260.2850.0870.2760.2320.3260.1770.2360.3170.3050.2120.1200.2920.1990.4760.2080.5730.4100.3960.0780.0060.2290.0870.3330.3710.0000.2770.3810.0940.3120.0740.0560.4150.0000.125
scaled_0p750.1700.0790.0480.2010.5120.2300.5620.1120.0820.0240.2850.5260.2200.0930.1000.3090.3310.2210.1290.1920.3880.5830.4950.4380.0060.1690.0060.0000.1090.0000.0850.0000.0000.1130.0000.0000.1140.1490.0240.0360.0370.0230.0310.0270.0080.0630.1340.0380.1200.0630.1020.0810.0830.1230.1810.1110.0540.2760.0860.4330.1040.3990.3070.2920.0310.0170.1180.0090.1040.2100.0000.0760.2980.0420.1470.0410.1480.2720.0000.062
scaled_0p50.1040.0480.0240.1370.3470.1720.4010.0970.0310.0070.1690.2630.0830.0660.0500.2800.1900.1670.0800.1330.2690.4320.3330.3170.0020.1070.0000.0000.0710.0000.0250.0000.0000.0620.0000.0000.0060.0770.0060.0140.0080.0070.0130.0000.0120.0320.0630.0380.0730.0270.0310.0160.0530.0810.0640.1150.0160.1160.0370.3030.0770.2500.1620.1550.0000.0110.0100.0210.0830.0980.0000.0460.2510.0160.0780.0620.1110.1440.0000.125
scaled_(1p25, 1p0)0.2790.1880.1050.2740.6210.3420.5360.1690.1840.0710.4020.5700.2730.1700.1300.5510.4370.3180.2080.2750.4740.7500.6020.6330.0570.2550.0290.0820.2340.1080.1460.0480.0490.2130.0700.0000.1990.2900.1840.0910.1560.0860.1250.1150.0740.1340.2280.0660.2190.1990.2970.1340.2370.2510.2920.2280.1200.3190.1590.5130.1890.5820.3820.4500.0780.0440.2060.0550.3330.3110.0000.2630.4010.0990.2390.0720.0560.3970.0000.125
scaled_(0p75, 1p0)0.2010.1160.0620.2090.5980.2370.5390.1370.1210.0290.3230.5260.2880.1050.1030.3540.3180.2640.1810.2010.4130.5760.5540.4440.0100.1890.0180.0320.1370.0000.1060.0000.0330.1370.0350.0000.1310.2030.1400.0600.0800.0430.0840.0340.0260.0960.1390.0670.1200.0850.1780.0850.1520.1770.2150.1270.0760.2570.1280.3640.1150.4870.3610.3020.0310.0170.1570.0270.2920.2160.0000.1210.3350.0420.1770.0880.1480.2940.0000.125
scaled_(1p0, 1p25)0.2800.1540.1330.2910.6110.3510.5510.1870.2080.1030.3740.5790.3860.1460.1350.5500.4680.3490.2250.2610.4620.6060.6160.6620.0480.3170.0380.0510.2310.0810.1220.0480.0660.2620.0790.0000.2110.3020.1920.0880.1450.0770.0880.0810.0610.1350.2260.1170.2620.2030.2710.1350.1550.2470.2540.1880.1300.2900.2230.4380.1820.5340.3920.3680.0310.0330.2400.0760.4170.3340.0000.2380.3630.0760.2540.1170.0930.3620.0000.125
scaled_(1p0, 0p75)0.2240.1260.0920.2580.6190.3020.5780.1650.1220.0370.2970.5790.2050.1300.1060.4000.3910.2870.1880.2580.4260.6590.5470.5760.0260.1630.0120.0110.1490.0270.0760.0000.0330.1280.0180.0190.1330.2120.1050.0520.0910.0490.0930.0430.0460.1060.1680.0490.1080.1110.1500.0820.1360.1580.1720.1460.1020.2990.1270.5080.1350.5080.3380.3480.0310.0280.2250.0320.1250.2770.0000.1890.3160.0620.1830.0880.1110.3590.0000.125
translate_(0p1, 0p1)0.2000.0790.0640.2240.6190.2410.5050.1230.1130.0280.3210.5790.3330.0900.1050.3650.3860.2550.1690.2100.3880.6210.5540.5120.0040.1870.0060.0210.1510.0270.0830.0000.0330.1410.0350.0000.1380.1820.1080.0410.0580.0360.0900.0460.0180.0950.1610.0760.1670.0850.1480.1000.1550.1710.2230.1170.0760.3030.1040.4080.1180.4650.3460.3060.0310.0150.1760.0110.2500.2680.0000.1170.2940.0490.1590.0760.0370.3440.0000.125
translate_(0p1, -0p1)0.2320.1550.0940.2910.6170.2770.5260.1440.1890.0650.3690.5960.3330.1320.1160.4490.4080.2720.1980.2060.4250.6820.5960.5160.0310.3230.0240.0320.1850.0540.1140.0480.0330.1840.0700.0000.2080.2680.1490.0700.0890.0560.1240.0530.0620.1220.1870.0510.2200.1550.2340.1070.1590.2480.2680.1350.0860.2880.1990.4300.1480.5150.3630.3460.0310.0260.1840.0600.3330.3520.0000.2080.2920.0670.2110.1230.0370.3640.0000.125
translate_(-0p1, 0p1)0.2550.1420.0900.2680.6230.3330.5460.1620.1730.0390.3870.5790.3410.1230.1340.4680.3790.3360.2080.2710.4630.7350.5820.5960.0330.2340.0360.0850.2020.0540.1000.0000.0660.2030.0180.0000.1960.2470.1750.0880.1220.0640.0870.0750.0760.1050.2120.0860.1840.1560.2320.1200.1950.1930.2770.2060.1090.2880.1440.4300.1320.5470.3120.3840.0620.0280.1540.0430.3330.2560.0000.1680.3910.0860.1940.0710.0930.4330.0000.125
translate_(-0p1, -0p1)0.2900.1410.1240.3170.6350.3700.5840.1750.1980.0970.4190.7110.4550.1680.1490.6030.4760.3620.2700.2930.4970.7050.6170.6580.0530.3330.0470.0930.2730.2160.1540.0950.0980.2700.0960.0190.2370.3170.2220.0900.1570.0940.1070.1020.1040.1750.2790.1080.2990.2350.3330.1680.2880.2810.2800.2530.1290.3480.1700.5220.1830.6200.4680.3980.0470.0170.2610.0730.3330.3010.0000.2800.4120.0940.3010.0850.0930.4080.0000.062
translate_(0p1, 0)0.2210.1480.0730.2570.6650.2470.5380.1270.1480.0390.3060.6320.2880.1180.1000.3700.3810.2970.1790.2190.4330.6520.5960.5020.0180.2200.0180.0210.1500.0270.1130.0000.0330.1750.0350.0000.1620.2140.1340.0560.1090.0560.1330.0570.0620.1080.1720.0510.1790.0910.1750.0930.1590.2010.2230.1180.0900.3180.1680.4330.1300.5030.3680.3470.0310.0280.1680.0320.3330.3220.0000.1880.3080.0660.1940.0750.0370.3360.0000.125
translate_(-0p1, 0)0.2750.1710.0980.2860.6640.3570.5830.1740.1850.0760.4030.5960.3180.1390.1380.5190.3910.3860.2250.2960.4920.7200.6170.6280.0540.2730.0410.0850.2330.1080.1110.0480.0410.2340.0700.0000.2040.2840.2230.1130.1560.0890.1330.0890.0800.1430.2440.0970.2600.2020.2710.1350.2450.2160.3020.2160.1260.3240.1710.5270.1710.6180.4410.4330.0470.0330.1960.0570.3330.2880.0000.2450.3930.0910.2650.0620.1110.3970.0000.125
translate_(0, 0p1)0.2400.1230.0930.2600.6290.3190.5200.1660.1580.0340.3550.5790.3640.1240.1120.3940.3860.3100.1980.2590.4210.6670.5510.5510.0320.1830.0180.0210.1690.0270.0780.0000.0490.1740.0350.0190.1490.2380.1410.0660.0940.0730.1100.0610.0490.1190.1740.0620.2100.1180.2080.0980.1640.1760.2490.1300.1100.3100.1420.4470.1270.5250.3650.3710.0620.0390.1930.0370.2500.2770.0000.1630.3080.0690.1790.1300.0930.3640.0000.125
translate_(0, -0p1)0.2780.1720.1370.3260.6290.3180.5570.2150.1970.0970.3870.6230.3410.1730.1430.5080.4240.3250.2290.2450.4460.7270.6170.6680.0470.3340.0330.0320.2150.0810.1070.0480.0660.2540.0700.0190.2110.3040.1910.0910.1280.0870.1130.1020.1210.1390.2370.0710.2310.1970.2920.1220.2300.2520.2540.2080.1380.3030.1950.5510.1810.6040.4090.3760.0310.0310.2550.0850.4170.3080.0000.2420.3470.0790.2540.1400.0930.3720.0000.125
rotated_30.2760.1540.1370.3120.6450.3290.5510.1810.2040.0710.3840.6180.2730.1600.1300.4750.3670.3270.2140.2590.4340.6590.5890.6400.0400.2740.0440.0530.2030.0270.1530.0480.0660.2140.0530.0000.2140.2660.1910.0940.1330.0960.1370.0940.0640.1400.1810.0970.1890.1500.2730.1180.2090.2410.2820.2120.1340.3270.1750.5270.1730.5640.3920.3960.0620.0670.2150.0480.3750.2900.0000.1810.4090.0800.2330.0970.0930.3770.0000.125
rotated_50.2760.1710.1360.3030.6500.3360.5620.1680.2000.0840.4060.6160.2730.1310.1320.5000.3880.3260.2100.2430.4620.6210.5970.6330.0380.2580.0410.0530.1970.0540.1760.1430.0660.2050.0610.0000.1760.2660.2100.0920.1290.0950.1190.0970.0750.1480.2160.1080.1680.1980.2600.1250.2070.2370.2620.2350.1430.2720.1950.4860.1970.5310.3860.4000.0620.0440.2580.0690.3750.3340.0000.2120.3540.0800.2450.1110.0930.3900.0000.125
rotated_100.2830.1670.1340.3210.6520.3320.5640.1740.1650.0920.3920.6180.2050.1130.1270.5480.4150.3220.2280.2730.4560.5910.5570.6040.0470.2520.0340.0560.2140.0810.2380.1430.0660.2020.0440.0190.1930.2860.1980.0830.1290.0980.1360.0940.1040.1510.2460.0800.2400.1980.2840.1230.2500.2790.2590.2340.1380.3340.1690.4880.2100.5770.4250.4080.0620.0390.2840.0800.3750.2760.0000.2460.4110.0880.2770.1190.0780.4290.0000.125
rotated_450.2590.1860.1120.2680.4420.1250.3650.1360.0350.0540.2640.6050.0450.0730.1030.5000.4690.1770.1750.1200.3380.5450.6040.5580.0210.1540.0290.1060.1560.1080.2050.1900.0490.1870.0880.0380.1930.2410.1710.0700.0830.0680.1340.0530.0620.1460.2050.0850.1860.2160.3090.1560.1470.2470.2390.1900.0710.0780.0530.4220.1480.5240.2570.4100.0620.0500.2080.0990.0000.2020.0000.2000.1440.0870.2060.0120.1110.3220.0000.042
rotated_600.2200.1650.0670.1800.3570.1090.2940.0830.0190.0130.1940.5960.0000.0610.0950.4320.3710.0930.1190.1030.2070.5080.5520.5010.0210.1350.0150.0660.1480.1220.0960.0870.0330.1480.1050.0290.1690.2240.1420.0520.0650.0450.1170.0570.0390.1250.2200.0770.1890.2010.2730.1590.1570.2710.2400.1160.0420.0470.0990.3060.1170.5030.2210.3180.0620.0610.1900.0940.0000.1360.0000.0740.0940.0730.2260.0250.1110.3130.0000.050
rotated_900.1670.1140.0050.1410.0950.0890.2390.0360.0080.0160.2080.4470.0450.0070.0760.4270.2360.0440.0750.0630.1840.4090.4460.4420.0140.0910.0150.0110.1110.1080.0790.0000.0000.1110.0000.0190.0550.1270.0890.0160.0290.0120.0860.0160.0440.0970.1770.0870.1600.2340.1960.1450.1520.3030.1860.0900.0310.0300.0720.1490.0550.3590.2260.1000.0000.0220.0780.0510.0000.0310.0000.0240.1080.0340.1830.0120.1110.2810.0000.125
flipH0.2600.1580.1300.2960.6410.3770.5560.1850.1530.0660.4490.6180.2610.1740.1300.4460.4030.3070.2590.3160.4970.6670.5660.6740.0290.2590.0360.0320.1490.0540.0860.0240.0660.2090.0790.0190.1310.2680.1340.1010.1190.1190.1420.0850.0800.1540.2090.0810.2850.1870.2120.1250.1110.1960.2320.1360.1420.2800.1730.5120.1760.5180.4770.3280.0620.0670.2170.0640.2710.2730.0000.1980.4080.0950.2260.0860.2040.3840.0000.125
flipV0.1910.1270.0210.1580.4880.2020.5770.0580.0380.0240.3330.6050.0610.0590.1060.4910.1640.0950.0130.0510.1600.0680.4950.4860.0170.0870.0030.0210.1110.1080.1920.1430.0330.1870.0000.0000.0860.1690.1650.0220.0650.0290.0930.0520.0900.1250.1920.0580.1560.1720.2150.1190.1130.2780.1360.1350.0250.0280.0420.3000.0830.2240.2560.2220.0940.0440.1620.0560.2500.1740.0000.1000.3030.0510.2100.0640.0560.2830.0000.125
dropout0.2640.1350.1010.2430.3430.2240.4940.1520.1020.0580.4070.5390.1360.1060.0490.1990.1800.1940.1470.1760.3730.4320.4900.5350.0090.2410.0120.0320.1210.0270.0670.0000.0000.1240.0000.0000.1150.1790.1500.0610.0780.0400.0670.0400.0300.0890.0790.0350.0140.1680.1910.0650.1320.0960.1190.1330.0810.1780.1080.2470.0990.3170.2270.2400.0310.0110.0690.0000.0830.1070.0000.1000.0460.0240.1670.0880.0370.3240.0000.000
Recall for model e2e_mask_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2720.1580.1240.2480.5910.3130.5770.1770.1600.0760.3820.4000.3060.1270.1410.4710.3880.3180.2640.2420.4660.6310.4900.5800.0340.2420.0230.0050.2020.0390.1020.0510.0190.1940.0810.0160.1560.1260.1560.0870.0790.0940.1280.0440.0520.1430.1800.1220.2170.1320.1840.1000.1300.2570.1920.1300.1110.2610.1960.3540.1590.5030.3510.2790.0440.0440.2120.0600.2520.3090.1110.2010.4050.0580.1930.1190.2310.4210.0000.053
gaussianblur_10.2740.1440.1270.2770.5830.3250.5180.1720.1280.0630.3820.6450.2730.1260.1040.4890.3660.2930.2060.2350.4110.5680.5610.5240.0260.2590.0180.0010.1610.0270.0930.0000.0330.1830.0440.0000.1560.2360.1490.0880.0970.0790.1300.0370.0000.1510.1460.0920.1150.1520.1790.1050.1810.2600.2120.1600.1050.3350.1750.4400.1570.5540.3800.3850.0470.0220.2250.0430.3330.2830.0000.1960.3290.0580.2100.0950.1110.4000.0000.083
gaussianblur_100.0960.0000.0090.0090.0240.0170.1640.0000.0000.0050.0690.1580.0450.0000.0050.1690.0300.0240.0000.0000.0570.0450.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0350.0520.0150.0000.0870.0000.0320.0500.0780.0510.0140.0000.0000.0000.0600.0080.0770.0820.0360.0310.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0060.0000.0000.0000.000
gaussianblur_200.0250.0000.0000.0000.0000.0000.0000.0000.0000.0000.0280.0000.0000.0000.0000.0920.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0090.0000.0000.0430.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0130.0180.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2210.0140.0580.0990.2220.1700.2880.1270.0450.0470.3100.5000.1820.0760.0280.2070.1930.0990.1080.0590.1540.2500.1720.2310.0000.0930.0000.0000.0640.0270.0080.0000.0160.0840.0000.0000.0130.0060.0120.0410.0080.0420.0000.0120.0000.0310.0500.0360.0280.0580.1260.0890.0920.1380.1750.1810.0360.0930.1100.0570.1280.3140.2930.1180.0310.0000.1340.0110.0830.1510.0000.0930.3330.0210.1450.0640.0000.2010.0000.125
superpixels_0p50.1250.0000.0230.0300.1360.0170.1000.0640.0230.0370.1810.4740.1360.0370.0150.0350.0450.0070.0000.0100.0260.0450.0310.0670.0000.0670.0000.0000.0050.0000.0000.0000.0000.0510.0000.0000.0050.0000.0000.0100.0000.0110.0000.0040.0000.0120.0090.0080.0210.0140.0650.0400.0000.0310.0680.1450.0060.0450.0450.0200.0320.1350.2280.0600.0000.0000.0590.0000.0830.0290.0000.0000.1440.0080.1080.0000.0000.0380.0000.000
superpixels_0p850.0330.0000.0030.0170.0240.0000.0270.0100.0040.0210.0560.4120.0000.0080.0050.0000.0000.0130.0000.0000.0000.0450.0100.0000.0000.0430.0000.0000.0000.0000.0000.0000.0000.0420.0000.0000.0160.0000.0120.0030.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0240.0080.0000.0000.0170.0350.0000.0000.0340.0000.0000.0000.1200.0000.0000.0000.0000.0000.0000.0230.0000.0000.0270.0000.0000.0000.0000.0000.0000.000
colorspace_250.2550.1740.1270.2740.6370.3460.5760.1560.1670.0370.3700.5660.2270.1340.1110.4740.3630.3160.1840.2080.4080.6590.5940.5130.0560.2560.0300.0250.1690.0270.1020.0000.0330.1960.0180.0000.1840.2610.1350.0840.1150.0770.1070.0450.0060.1350.0930.0620.0350.0430.1130.0000.0500.0830.1020.1080.1020.3120.1620.3970.1560.5540.4010.3990.0310.0110.1900.0370.3330.2640.0000.1700.2690.0610.2250.1320.2220.3770.0000.125
colorspace_500.2470.1630.1130.2430.6110.3210.5680.1440.1730.0460.3910.5440.2270.1430.1090.4740.3210.2930.1780.2030.4240.6060.5820.4250.0330.2270.0120.0000.1950.0270.1240.0000.0490.2000.0000.0000.1350.2330.1490.0790.0750.0760.1000.0330.0120.1400.0520.0000.0000.0580.0630.0000.0130.0350.1190.1300.0920.2550.1520.4720.1470.5220.3780.4070.0310.0000.1830.0370.2500.2050.0000.1470.2630.0590.2130.1440.1480.4310.0000.000
averageblur_5_110.2590.0970.1020.2540.4520.3760.5410.1450.0930.0370.3240.5790.2950.0840.0770.4040.3110.2760.1190.1810.3440.3480.4640.4470.0000.1920.0120.0000.1080.0270.0690.0000.0330.0800.0000.0000.1230.2070.1180.0620.0600.0630.0790.0290.0020.1210.0940.0850.1250.1410.1490.0790.0870.2310.2030.1600.0640.2000.1130.3510.1550.4680.3160.3880.0470.0000.1470.0370.3330.2000.0000.1980.3630.0470.2040.0840.1670.3030.0000.125
medianblur_10.2640.0620.0950.2410.4820.3310.5110.1320.0640.0580.3470.5530.2730.0640.0860.3870.3510.2490.1590.2650.3770.5450.5170.4080.0100.2120.0120.0110.0690.0270.0790.0000.0330.1490.0000.0000.1480.2040.0980.0660.0760.0560.0600.0410.0000.1350.0820.0770.1110.1260.1460.0760.1540.1950.2030.1410.0780.2250.1130.4070.1660.4970.3100.3130.0310.0000.1910.0410.2080.2100.0000.2100.3030.0340.2150.0880.1670.3650.0000.125
sharpen_00.2640.1600.1170.2280.5290.2910.5000.1580.1210.0630.4000.6320.2270.1000.0880.4640.3090.2660.1740.1870.4010.3940.5780.5190.0240.2160.0180.0000.1880.0270.1010.0000.0330.1710.0000.0000.1650.2270.1840.0720.1170.0600.0910.0260.0060.1290.1300.0150.0280.2280.1500.0420.1150.1840.1860.1160.1080.2810.1830.4200.1530.4650.3570.3760.0310.0000.2350.0320.2500.2560.0000.1330.2930.0440.2310.1160.2220.3920.0000.000
sharpen_10.2660.1820.1200.2300.5240.3030.5350.1750.1350.0580.3960.5790.2270.1040.0900.4450.3010.2480.1700.1620.3900.4020.5940.5000.0170.2100.0240.0000.1830.0270.0990.0000.0330.1860.0090.0000.1480.2410.1510.0710.0850.0720.0980.0480.0060.1090.1090.0620.0900.1840.1610.0540.1300.1640.1440.1230.1120.3150.1450.4500.1440.5290.3070.3830.0310.0220.2060.0320.2780.2740.0000.1130.3200.0470.2200.1050.2220.3970.0000.000
sharpen_20.2670.1760.1180.2310.5320.3060.5380.1580.1430.0530.4260.6320.2270.1340.0960.4480.2690.2740.1720.1730.4020.5080.5620.5170.0270.2340.0240.0020.1660.0270.1010.0000.0490.1520.0000.0000.1330.2210.1590.0650.0850.0600.1130.0490.0000.1180.1320.0770.0800.2120.1680.0580.1390.1650.1440.1550.1090.3100.1510.3560.1530.4790.3350.3930.0310.0220.1760.0210.2920.1960.0000.1600.2780.0520.2370.1040.1670.3820.0000.000
addintensity_-800.2460.1250.1100.2310.6410.3240.5280.1080.1230.0420.4110.5530.2360.0690.0980.4430.3410.2510.1620.2060.3070.4320.5670.5060.0260.2620.0180.0110.1020.0270.1000.0000.0490.1840.0180.0000.1510.2090.1730.0520.0780.0530.1000.0370.0000.1510.1680.0770.0520.0430.1510.0270.1080.2510.2370.1040.0670.2540.1090.4570.1380.4680.3330.3180.0310.0110.1980.0270.2500.1910.0000.1610.2590.0560.1720.0880.1670.3410.0000.125
addintensity_800.2710.1360.1250.2450.4790.3370.5190.1390.1480.0660.4010.6320.2730.0940.0930.4790.3510.3090.1660.2070.4100.6590.5820.5420.0140.2260.0240.0020.1740.0270.1040.0000.0330.1890.0000.0000.1710.2400.1610.0660.1050.0740.1160.0660.0000.1450.1510.1080.1110.1810.1900.0650.1510.2370.2370.1480.1010.2340.1790.5000.1510.4790.3390.3720.0620.0110.2550.0370.3330.2190.0000.2010.3880.0520.2370.1430.2220.3490.0000.125
elementrandomintensity_10.2400.0530.0920.1960.2570.2230.4000.1060.0470.0320.3890.5260.1590.0560.0340.2840.2490.2220.1190.1060.1080.2690.4810.4250.0000.1790.0090.0000.0660.0000.0750.0000.0000.0800.0000.0000.0690.0970.0890.0130.0350.0250.0530.0250.0000.0590.0200.0000.0000.0190.1460.0160.0250.1050.1100.0950.0320.0960.0520.1420.0970.2920.1840.0660.0000.0000.0000.0160.0830.0600.0000.0050.0000.0030.0750.0600.1670.2950.0000.000
multiplyintensity_0p250.2580.1510.1060.2450.5870.3300.5380.1290.1190.0370.4030.5790.1820.0710.0860.4770.3660.2880.1790.2040.3850.4620.5570.5290.0240.1980.0180.0000.1720.0270.0830.0000.0000.1260.0180.0000.0860.2010.1280.0620.0820.0400.0730.0200.0000.1150.1030.0460.0420.0800.1150.0190.1040.1840.1690.0620.0930.3040.1750.3770.1290.5420.3590.3730.0310.0110.1830.0480.2920.2450.0000.1360.2820.0480.2040.0700.2220.3310.0000.062
multiplyintensity_20.2710.1590.1250.2730.5310.3010.4940.1530.1240.0630.3690.6050.2950.1020.0870.4560.3410.2930.1560.2090.4330.6140.5940.5560.0100.1790.0300.0020.1640.0270.0810.0000.0160.1590.0000.0000.1810.1920.1340.0700.0850.0650.0670.0660.0300.0990.1400.1150.0800.1210.1580.0520.1420.2500.2120.1530.1010.2800.1520.4320.1580.4280.3760.3800.0310.0110.1630.0430.1940.3000.0000.1170.2890.0520.2260.1080.1670.2840.0000.125
contrastnormalization_00.2650.1280.1210.2200.6480.3450.5640.1590.1670.0630.3870.6320.2730.1160.1070.3980.3280.2580.1850.2060.4000.4850.5730.4770.0340.2530.0210.0010.1900.0270.0900.0000.0490.2310.0000.0000.1820.2670.1520.0820.0770.0790.1070.0450.0120.1460.1640.1000.0890.1230.1770.0760.1190.2260.2370.1500.0960.2900.1940.4470.1610.4860.3360.3790.0310.0110.1860.0200.2920.2540.0000.2040.3370.0650.2310.1090.1670.3780.0000.125
contrastnormalization_10.2600.1290.1180.2570.5920.3180.5310.1610.1650.0580.3800.6320.2270.0900.1060.4030.3180.2890.2000.2160.4200.6020.5560.5280.0360.2440.0240.0130.1480.0270.0780.0000.0330.2010.0180.0000.1340.2480.1750.0890.0990.0810.0960.0410.0000.1530.1510.0850.1090.1520.1920.0910.1330.2310.2370.1370.1030.2920.1940.4100.1560.5190.3700.3780.0310.0110.1700.0500.3330.3220.0000.2200.3680.0590.2260.0860.1670.3850.0000.125
contrastnormalization_20.2670.1440.1210.2460.6720.3360.5690.1520.1590.0420.3830.6180.2730.1220.0990.4300.3360.2980.1860.2250.4120.6140.5570.5290.0310.2310.0300.0000.1650.0270.1110.0000.0330.1840.0090.0000.1660.2440.1550.0790.0920.0770.1040.0480.0000.1390.1690.0790.0540.1490.1790.0950.1630.2140.2370.1460.0970.2970.1110.4620.1680.5060.3600.3670.0310.0110.2250.0270.3330.2770.0000.1730.3430.0640.2310.1280.1670.3770.0000.125
elastic_10.1790.0000.0470.0040.0240.0630.2000.0290.0080.0260.2990.4470.1360.0000.0000.1670.1120.1180.0500.0200.2410.2050.0160.2170.0000.0370.0000.0000.0100.0270.0000.0000.0000.0330.0000.0000.0000.0690.0000.0030.0080.0210.0000.0000.0000.0170.0390.0310.0000.1260.1160.0560.0250.1030.1020.0280.0060.0170.0560.0200.0230.1440.0700.0000.0310.0000.0000.0000.0000.0000.0000.0000.0270.0000.0110.0310.0000.1510.0000.000
scaled_1p250.2910.1560.1140.2710.6150.3500.5330.1430.1780.0870.3900.6100.4090.1530.1340.5730.4600.3190.2370.2720.4790.6360.6250.6500.0380.3190.0240.0650.1810.1890.1630.0000.0660.2410.1230.0100.2150.2840.2240.0800.1340.0870.0870.0940.0150.1440.2470.0830.2190.2340.2330.1820.2430.3320.2540.2270.1120.2390.1410.4170.1770.4860.4170.3710.0620.0000.2190.0620.2780.3970.1670.2490.3980.0790.2960.1190.1110.4450.0000.125
scaled_0p750.1750.0820.0450.1790.5480.2230.5270.1020.0720.0240.2860.5260.2500.0640.0900.3620.3150.2100.1250.1950.3750.5380.4720.4140.0090.1480.0060.0000.1090.0000.0740.0000.0000.1290.0180.0000.1050.1210.0370.0280.0250.0210.0130.0230.0040.0710.1040.0620.0900.0910.0830.0660.0850.1300.1860.0950.0420.2250.0660.4610.1210.4100.2640.2480.0310.0110.0880.0110.1250.1930.0000.0990.2970.0390.1420.0560.1670.2970.0000.125
scaled_0p50.1040.0550.0200.1280.3650.1730.3900.0880.0400.0030.2130.2630.0680.0540.0410.2730.1910.1540.0740.1370.2500.3410.3490.3450.0020.0970.0000.0000.0640.0000.0130.0000.0000.0620.0000.0000.0030.0710.0000.0080.0080.0040.0130.0020.0120.0420.0580.0380.0620.0340.0190.0110.0540.1070.0510.0900.0150.1140.0350.2730.0580.2690.1180.1510.0000.0000.0100.0210.1250.1080.0000.0620.2250.0160.0750.0310.1110.1320.0000.125
scaled_(1p25, 1p0)0.2820.1630.0990.2690.6610.3300.5600.1410.2100.0790.3940.5660.2420.1310.1210.5460.4080.2970.2010.2340.4340.6820.5940.6190.0430.2500.0180.0550.1710.0810.1370.0480.0330.2560.0880.0000.1940.2820.1630.0770.1260.0850.0770.0570.0540.1390.2030.0850.1560.2120.2150.1260.2210.2830.2540.1440.1070.2450.1420.4740.1820.5110.3990.4220.0470.0000.1610.0430.3330.3120.1670.2480.3590.0820.2200.1040.0560.4190.0000.000
scaled_(0p75, 1p0)0.2070.1010.0610.2110.6310.2430.5260.1130.1200.0300.3200.5790.2390.0870.0940.3830.3150.2450.1740.1730.3910.5150.4830.4260.0050.1870.0120.0110.1350.0000.0990.0000.0160.1460.0350.0000.1300.1920.1030.0520.0610.0470.0510.0370.0060.1270.1340.0690.1270.1010.1270.0700.1380.2090.2030.1250.0640.2530.1080.3670.1260.4200.3570.2980.0310.0110.1220.0230.2500.2240.0000.1200.3140.0420.1770.0950.1670.2950.0000.125
scaled_(1p0, 1p25)0.2860.1730.1260.2880.6010.3380.5530.1670.1840.0870.3980.6160.3180.1010.1230.5390.4230.3260.2250.2250.4210.6060.6120.6080.0330.2730.0240.0230.1670.0810.1400.0480.0660.1960.0880.0000.2050.2470.1830.0680.1000.0770.0800.0490.0360.1100.1780.0830.0970.2270.1910.1310.2330.2550.2370.1850.1180.3180.1960.4110.1800.5380.4030.3790.0310.0110.2320.0600.3330.3340.0000.2270.3800.0660.2470.1420.2220.4030.0000.125
scaled_(1p0, 0p75)0.2270.1230.0920.2290.6180.3400.5410.1280.1400.0260.3170.5790.2050.1000.0980.4340.3810.2970.1910.2250.3990.6520.5160.5290.0360.1510.0180.0010.1510.0270.0870.0000.0160.1580.0350.0000.1020.1900.0990.0420.0790.0530.0630.0570.0180.1110.1310.0410.1090.0980.1290.0620.1650.1600.1860.1010.0770.2730.1070.4480.1470.4400.3270.3350.0620.0110.2120.0210.2500.2970.0000.1870.2930.0530.1720.1040.1670.3320.0000.125
translate_(0p1, 0p1)0.2010.0900.0560.2070.6050.2480.4910.1210.1120.0290.3160.5260.2420.0920.0910.3840.3530.2380.1960.2040.3890.6140.5080.4870.0090.1770.0120.0010.1450.0270.0930.0000.0160.1460.0260.0000.1290.1900.0870.0350.0560.0370.0640.0380.0060.1020.1400.0460.1080.0870.1390.0730.1310.1980.2030.1200.0600.2450.0780.3900.1310.4580.3520.2970.0310.0000.1080.0090.2500.3780.0000.1220.2880.0420.1580.0670.1110.3810.0000.125
translate_(0p1, -0p1)0.2390.1350.0870.2580.6300.2650.5500.1450.1690.0670.3780.6180.2390.0920.1030.4900.3930.2780.1960.2350.3840.6520.5400.5200.0310.2820.0210.0040.1710.0540.1360.0000.0160.1880.0530.0000.1990.2630.1200.0590.0830.0610.0930.0370.0160.1550.1760.0620.1410.1680.1900.1070.1580.2480.2370.1640.0820.2910.1590.4160.1780.4870.3520.3370.0310.0110.2060.0430.2920.3460.0000.1950.3100.0510.2010.0960.1110.4040.0000.125
translate_(-0p1, 0p1)0.2550.1370.0850.2300.6290.3330.5080.1480.1640.0470.3620.6320.2880.1170.1230.4440.3930.2930.1990.2620.4070.6590.5620.5900.0180.2110.0240.0220.1770.0540.1080.0000.0490.2170.0350.0000.1700.2630.1040.0730.1080.0590.0430.0610.0360.1290.1980.0920.1980.1670.1740.1170.2220.2090.2370.1640.0880.2460.1260.4380.1660.4790.3460.3600.0620.0220.1470.0320.2920.2970.1670.2020.3370.0690.2150.0990.1670.4150.0000.125
translate_(-0p1, -0p1)0.2900.1510.1200.2920.6660.3670.5530.1750.2000.0950.3940.6750.3180.1450.1280.5760.4630.3270.2380.2810.4560.6820.6250.6510.0510.2960.0240.0470.2020.1620.1860.0480.0660.2520.0880.0000.2370.3280.2170.0850.1460.0970.0570.0700.0540.1800.2170.0820.2570.2550.2360.1720.2440.2980.2370.1980.1260.2610.1570.4760.2160.5570.4510.3820.0620.0220.2010.0870.2920.3770.1670.2750.4130.0820.2900.1190.2220.4400.0000.125
translate_(0p1, 0)0.2280.1320.0750.2360.6280.2720.5570.1190.1400.0330.3110.6320.2390.0880.0960.4240.3840.2860.1960.2270.3900.6520.5400.4760.0100.2200.0120.0020.1510.0270.0980.0000.0160.1850.0350.0000.1530.2210.1100.0530.0660.0540.1130.0370.0100.1370.1630.0690.1330.1010.1560.0800.1360.2450.2200.1380.0740.2710.1670.4540.1330.4630.3440.3520.0310.0000.1790.0230.2920.2980.0000.1700.3100.0510.1900.0910.1110.4180.0000.125
translate_(-0p1, 0)0.2820.1700.1010.2540.6620.3520.5490.1520.1970.0790.4120.6230.4090.1240.1220.5470.4250.3350.2080.2850.4200.6520.5940.6310.0570.2620.0240.0340.1970.0810.1510.0480.0490.2270.0530.0000.1940.2840.1650.0910.1390.0880.0840.0570.0320.1710.2180.0820.2150.2280.2010.1100.2480.2490.2710.1970.1050.2720.1770.4570.1890.5450.4260.4070.0780.0000.1810.0450.2920.3220.1670.2230.3480.0890.2470.1010.1670.4100.0000.125
translate_(0, 0p1)0.2480.1030.0930.2180.6560.3230.4830.1530.1510.0320.3540.6320.2730.1050.1070.4390.3730.2950.2070.2360.3970.6820.5420.5210.0330.1990.0180.0010.1560.0270.0960.0000.0330.1660.0260.0000.1640.2090.1270.0700.0780.0540.0710.0490.0260.1290.1700.0460.1680.1160.1620.1250.1840.1980.2200.1420.1030.3000.1240.4350.1370.5050.3540.3350.0620.0220.1930.0390.2500.2950.0000.1670.3510.0580.1830.0870.1670.4060.0000.125
translate_(0, -0p1)0.2880.1680.1350.2950.6350.3370.5330.1750.1930.0880.3940.6450.2950.1200.1210.5380.4130.3170.2260.2230.4370.7200.6040.6060.0410.2950.0270.0030.1820.0810.1200.0000.0490.2420.0880.0000.2090.3210.2110.0830.1170.0770.0860.0610.0180.1580.2150.0850.2200.2330.2130.1400.2370.2610.2370.1810.1160.3270.1990.4760.2000.5380.4010.3790.0310.0110.2520.0600.3750.3610.0000.2580.3890.0690.2470.1160.1670.4100.0000.125
rotated_30.2830.1410.1310.2920.6380.3370.5600.1590.1820.0740.4020.6180.2730.1240.1100.5010.4030.3010.2120.2380.4290.6140.5940.5910.0450.2560.0240.0330.1860.0270.1720.0160.0490.2270.0440.0000.2130.2740.1860.0830.1050.0980.1180.0480.0120.1420.1740.0820.1410.1700.1790.1110.2070.2710.2710.1880.1070.2760.1900.4900.1830.5220.3820.3840.0470.0000.1390.0530.3190.3640.0000.2240.3530.0660.2200.1150.1110.4380.0000.125
rotated_50.2850.1610.1320.3060.6520.3570.5290.1530.1630.0740.3540.6140.2050.0970.1120.5760.4050.3020.2190.2570.4190.6590.5730.5840.0240.2600.0380.0440.1880.0540.1690.0950.0490.2290.0350.0000.1680.2670.2080.0790.1250.0900.1090.0560.0240.1440.1720.1150.2050.1610.2030.0860.2300.2580.2330.2080.1090.3250.1750.4630.1860.5130.3810.3920.0470.0110.2070.0510.3750.3160.0000.2350.3670.0760.2010.0940.1670.4310.0000.125
rotated_100.2880.1660.1350.3020.6110.3320.5620.1410.1770.0840.3880.5570.1360.1060.1040.5480.4180.2890.2180.2380.4250.5910.5830.5890.0480.2240.0380.0610.1880.0810.2210.0950.0490.2290.0350.0000.1830.2590.1670.0730.0920.0730.1030.0740.0280.1470.1800.1050.2360.1970.2090.1010.2290.3080.2490.2080.1150.2880.1510.4770.1970.5240.4100.4450.0310.0110.2030.0530.3330.3270.0000.2380.3470.0770.2370.0890.1670.4410.0000.125
rotated_450.2420.1290.0890.2310.3530.1130.2640.0950.0080.0290.3610.6050.0000.0510.0940.5070.3710.1630.1560.0590.2920.4770.5730.5370.0210.1020.0000.0530.1110.0810.1820.1430.0490.1330.0880.0190.2070.1750.1750.0280.0420.0490.1120.0250.0360.1330.1860.0650.1840.2050.2290.1140.1960.2680.2030.1130.0220.0680.0390.2500.1310.4010.2830.3590.0620.0220.2110.0850.0830.1160.0000.0790.2140.0560.2470.0120.0370.3000.0000.125
rotated_600.1940.1240.0390.1610.2860.0520.1270.0560.0000.0210.2360.5260.0000.0410.0770.4270.3360.1060.0940.0460.2320.4770.5170.4580.0210.0760.0060.0320.1050.0810.1140.0480.0160.1200.0700.0000.1250.1190.1440.0220.0310.0260.1190.0230.0180.1170.1850.0630.1530.2200.2140.1300.1750.2730.1750.0490.0200.0100.0510.2000.0980.3270.2540.2600.0620.0330.1860.0900.0000.0120.0000.0140.1620.0420.2020.0000.0000.2410.0000.125
rotated_900.1510.1220.0030.1200.1550.0450.1500.0320.0000.0110.1390.3950.0000.0000.0750.4150.1640.0900.0560.0420.1610.2270.4380.4330.0070.0730.0120.0000.1060.0810.0530.0000.0000.1330.0180.0000.0310.0620.1220.0120.0110.0090.0630.0160.0420.1090.1580.0640.1560.1910.1550.1040.1750.2570.1860.0650.0220.0000.0400.1350.0370.2690.2190.0520.0000.0110.1080.0430.0000.0120.0000.0140.0680.0370.1880.0000.0560.2230.0000.125
flipH0.2690.1580.1270.2700.6900.3270.5740.1840.1650.0630.4480.6490.1450.1620.1210.4740.3710.3320.2600.2790.4420.6140.5600.6500.0170.2560.0210.0130.2000.0810.1120.0630.0660.1780.1320.0000.1530.2790.1220.0920.0780.0870.0530.0780.0340.1560.1990.0670.2400.1810.1720.1250.1730.2190.2370.1330.1190.3280.1630.3500.1700.4820.4820.2850.0470.0330.1780.0640.2780.2860.0000.1770.3440.0760.2110.0870.3330.4500.0000.125
flipV0.1730.0870.0140.1270.3730.2290.4330.0350.0380.0320.3470.5790.0450.0590.0950.4130.1570.1070.0040.0880.1610.0910.5360.4770.0170.0590.0000.0110.0730.0810.1150.0950.0330.1890.0000.0000.0920.1050.1070.0300.0330.0210.0670.0610.0240.1080.1760.0620.1040.1920.1800.0970.1210.3210.0850.0620.0310.0060.0420.2230.0660.3140.2510.1970.0620.0000.1860.0480.1250.1400.0000.0710.2490.0470.1920.0520.0560.2050.0000.125
dropout0.2470.1000.0810.2100.4050.1750.4850.1440.1030.0470.3750.4740.1590.0780.0330.2190.1780.2190.1170.1230.2740.2800.4790.4890.0000.1730.0120.0000.1150.0000.0650.0000.0000.0440.0000.0000.0510.0690.0730.0460.0280.0250.0530.0290.0120.0930.0750.0150.0000.0800.1480.0370.0580.1020.1020.0530.0560.2140.0810.3770.1310.2120.2280.2010.0310.0000.0980.0000.0420.0450.0000.0210.0540.0180.1130.0740.1480.2410.0000.000
Recall for model e2e_mask_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2670.1450.1240.2460.5480.3330.5500.1820.1570.0740.4120.4070.2570.1290.1410.4520.4090.3330.2870.2380.4840.6100.4900.5680.0310.2440.0230.0130.2000.0480.0850.0580.0230.1850.0970.0200.1520.1320.1550.0890.0820.0950.1300.0500.0630.1390.1810.1210.2120.1230.2230.1060.1380.2320.2000.1290.1160.2740.1920.3800.1420.5090.3470.2670.0420.0480.2120.0440.2580.2670.0560.2080.3990.0650.1930.1190.2500.4400.0910.070
gaussianblur_10.2740.1540.1320.2530.5950.3480.5430.1510.1540.0660.3520.5260.2730.1120.1060.4790.3580.3190.1940.2300.4410.4700.5940.5640.0260.1950.0180.0000.1600.0270.0770.0480.0490.1500.0350.0000.1960.2720.1850.0810.1090.0810.1090.0610.0320.1430.1320.0720.1540.1220.2300.0970.1930.2220.2880.1370.1220.3420.1630.4740.1650.5380.3650.3870.0470.0390.2530.0430.2920.3410.0000.2070.3710.0640.1990.1150.1670.3790.0000.125
gaussianblur_100.1200.0000.0140.0000.0000.0520.0360.0040.0000.0050.0420.1580.0450.0040.0100.0210.0970.0330.0000.0050.0470.0450.0000.0330.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0270.0490.0230.0000.1470.0000.0400.0000.0560.0760.0280.0000.0000.0000.0200.0200.0480.1180.0580.0310.0000.0000.0000.0830.0000.0000.0000.0000.0000.0110.0000.0000.0000.0000.000
gaussianblur_200.0320.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0260.0000.0000.0580.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2160.0100.0620.1150.2620.1160.3670.1390.0450.0370.3060.5260.1360.0550.0280.1240.1490.0530.0500.0830.1220.2500.1880.1580.0000.0710.0000.0000.0680.0000.0170.0000.0160.0610.0000.0000.0160.0180.0120.0380.0290.0350.0000.0080.0000.0410.0730.0350.0940.0850.1700.0770.0890.1580.1950.1940.0320.0830.0860.0830.0870.4230.2780.1360.0310.0110.1760.0160.2500.1120.0000.0570.2640.0210.0950.0490.0000.1910.0000.000
superpixels_0p50.1170.0100.0230.0460.0950.0210.1450.0720.0150.0260.1530.4740.0680.0230.0200.0920.0370.0130.0000.0000.0140.0680.0310.0830.0000.0370.0000.0000.0210.0000.0000.0000.0000.0560.0000.0000.0000.0000.0000.0080.0000.0180.0000.0000.0000.0110.0130.0000.0210.0610.0660.0650.0000.0580.0880.1410.0040.0320.0050.0200.0130.1540.1900.0670.0000.0000.0590.0000.1250.0230.0000.0000.1490.0080.0430.0000.0000.0850.0000.000
superpixels_0p850.0300.0000.0040.0090.0000.0000.0090.0000.0000.0110.0280.3680.0000.0000.0050.0140.0000.0000.0000.0000.0000.0000.0100.0170.0000.0280.0000.0000.0000.0000.0000.0000.0000.0130.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0000.0000.0000.0000.0000.0240.0080.0000.0090.0510.0280.0000.0000.0400.0000.0000.0000.0890.0000.0000.0000.0200.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
colorspace_250.2540.1530.1230.2480.5710.3780.5480.1760.1560.0390.3890.4740.3180.1520.1060.4610.3370.3220.1880.2120.4450.6290.5760.4580.0300.2590.0380.0000.1860.0270.0970.0480.0330.1910.0000.0000.1880.2350.1630.0890.1230.0740.1130.0290.0100.1380.1090.0620.0310.1140.1820.0000.0370.0750.1020.1090.1170.2900.1910.4630.1440.4780.4070.4110.0310.0110.1750.0270.3330.2640.0000.1610.2760.0620.2360.1600.2220.4030.3330.000
colorspace_500.2480.1460.1120.2460.5870.3560.5570.1510.1510.0490.3840.4470.2270.1330.1060.4780.3410.3010.1560.1810.4220.6360.5440.4720.0240.2450.0180.0000.1930.0270.0860.0480.0330.1690.0000.0000.1910.2440.1450.0760.1150.0750.1000.0310.0300.1470.0860.0150.0000.0720.1240.0000.0050.0660.1190.1250.1040.3020.1370.5100.1410.5220.4010.3970.0310.0000.1910.0270.2920.2500.0000.1850.2490.0590.2360.1420.2220.3620.3330.000
averageblur_5_110.2590.1250.1000.2400.4600.3750.4950.1330.1130.0420.3470.5260.3180.0900.0640.4190.2760.2720.1250.1830.3950.3110.5570.4110.0070.1970.0240.0000.1360.0270.0620.0000.0160.0690.0000.0000.1150.2170.1400.0710.0720.0600.0870.0160.0190.1190.1060.0460.1410.1450.1750.1010.1000.2390.2880.1090.0790.1680.1110.3930.1400.5220.3390.3310.0310.0220.2060.0210.2080.2090.0000.1740.2950.0470.2040.1130.1670.2780.0000.000
medianblur_10.2640.0850.0920.2270.4480.2800.5310.1110.0740.0580.3300.5260.2730.0810.0730.3930.3580.2240.1690.2500.4260.4920.5360.4630.0170.2320.0180.0000.0870.0270.0740.0000.0490.1350.0000.0000.1660.1780.1360.0750.0940.0550.0400.0530.0060.1210.1030.0600.1080.1450.1530.0870.1450.2150.1950.1740.0870.2150.1000.3780.1380.5580.3020.3420.0310.0330.1540.0200.2080.2090.0000.1810.3300.0280.2200.0910.1300.3620.0000.125
sharpen_00.2570.1530.1140.2270.5160.2960.5470.1660.1600.0580.3940.5530.2730.1140.0850.4510.3260.2970.1720.1860.4220.5680.5830.5410.0210.1890.0190.0000.1760.0270.0780.0000.0330.1470.0180.0000.1580.2400.1610.0750.1060.0580.0850.0420.0120.1220.1570.0310.0940.2070.2170.0790.1360.1800.2710.1110.1180.3250.1820.3060.1360.4360.3290.3780.0310.0220.1880.0280.3330.2320.0000.1190.3020.0550.2310.1530.2220.3530.3330.000
sharpen_10.2660.1590.1140.2100.4880.3260.5140.1710.1560.0580.3600.5260.2500.1390.0940.4130.3260.2840.1750.1530.4190.4770.5820.5110.0320.2160.0230.0110.1990.0270.1030.0000.0330.1610.0180.0000.1650.2480.1910.0700.0960.0650.0800.0350.0280.1150.1210.0370.1280.2270.2360.0640.1360.1770.2710.0960.1160.3480.1650.3570.1250.5420.3430.3770.0310.0220.1930.0340.3330.2220.0000.1320.3010.0550.2260.1330.2220.3400.0000.000
sharpen_20.2620.1430.1150.2180.5000.3270.5300.1640.1590.0530.3840.5260.2730.1350.1020.4460.3500.3070.1690.1320.4290.5760.5780.5250.0320.2100.0220.0210.1840.0270.0840.0000.0330.1500.0180.0000.1520.2480.1740.0690.0780.0700.0800.0350.0120.1080.1370.0370.0970.2390.2300.0880.1220.1680.2290.1150.1090.3490.1660.3330.1300.4880.3310.3950.0310.0220.2380.0270.2920.2170.0000.1860.2830.0580.2260.0900.1110.3290.0000.000
addintensity_-800.2470.1470.1130.2230.5750.2870.5320.1170.1280.0470.4310.4740.2730.1120.0980.4040.3310.2680.1630.2160.3410.4090.5680.5470.0160.2140.0180.0110.1020.0270.0830.0000.0330.1610.0180.0000.1570.2410.1570.0590.0930.0560.0980.0270.0120.1510.1810.0540.0760.0770.1690.0720.1620.2260.2710.1220.0740.1900.1100.3700.1410.4780.3330.3030.0310.0110.1990.0210.2500.1960.0000.1610.2540.0580.1940.0880.0560.3080.0000.125
addintensity_800.2700.1460.1230.2470.5280.3430.5120.1420.1570.0580.3980.5260.2500.1030.0950.4620.3830.3300.1630.2310.4580.5680.5780.5440.0270.2260.0290.0320.2170.0270.0720.0480.0330.1590.0090.0000.1850.2620.2040.0890.1000.0820.1400.0520.0360.1460.1630.1080.1700.2090.2050.0430.1500.2120.2570.1410.1140.2880.1360.4270.1500.4630.3690.3860.0310.0220.2350.0200.4170.2390.0000.1810.3550.0530.2260.1260.1670.3550.3330.125
elementrandomintensity_10.2410.1170.0980.1830.2340.1930.3290.1040.0740.0370.3560.5260.1360.0560.0360.2640.2540.2080.0940.1130.2150.4320.5360.4420.0070.2020.0120.0110.0730.0000.0560.0000.0160.0740.0000.0000.0870.1450.0960.0130.0460.0280.0530.0080.0000.0810.0130.0000.0000.0120.1510.0010.0500.0700.1690.0860.0340.0820.0450.0720.0960.3110.1310.0390.0000.0000.0200.0000.0830.0370.0000.0210.0140.0000.0540.0620.1110.3510.0000.000
multiplyintensity_0p250.2570.1350.1030.2680.5480.3420.5670.1570.1220.0370.3980.5260.2270.1140.0990.4570.3380.3110.1750.2090.3840.4850.5360.5580.0300.1810.0210.0000.1500.0270.0500.0000.0160.1300.0000.0000.1330.1990.1550.0550.1070.0420.0930.0520.0160.1090.1410.0000.1150.1320.1700.0390.1610.2210.1690.0560.0930.2770.1420.3550.1260.4940.3650.3540.0310.0170.2250.0110.2920.2770.0000.1360.2820.0530.2040.0660.2220.3770.0000.000
multiplyintensity_20.2690.1370.1140.2680.5370.3220.5360.1480.1360.0550.3380.5790.2500.0980.0930.4810.3560.3210.1670.1800.4470.5450.5780.5710.0380.1950.0300.0210.1490.0270.1000.0000.0490.1770.0090.0000.1420.2110.1710.0810.0990.0740.0970.0530.0240.0920.1490.0540.0900.1310.2030.0610.1270.2200.1950.1300.1170.2760.1710.4110.1500.4520.3720.3750.0310.0220.1860.0270.2080.2670.0000.1360.3170.0550.2260.1270.1670.2750.0000.125
contrastnormalization_00.2580.1500.1190.2370.5870.3380.5700.1510.1530.0550.3840.5790.2050.1190.1080.4440.3210.3180.1800.1960.4640.5300.5500.4740.0290.2390.0190.0210.1800.0270.0810.0480.0330.1840.0000.0000.1810.2490.1750.0880.1080.0800.1310.0450.0270.1500.1750.0460.0810.1630.2230.0930.1530.1940.2460.1200.1280.3400.1650.4490.1490.5710.3830.4000.0310.0220.1880.0180.2920.2420.0000.1930.3210.0680.2150.1480.1670.3840.0000.125
contrastnormalization_10.2620.1140.1160.2310.5520.3200.5350.1570.1380.0580.4120.5530.2730.1290.1090.4260.3460.2820.1500.2040.4410.5230.5780.5640.0380.2410.0180.0210.1720.0270.0570.0480.0490.1870.0000.0000.1650.2780.1980.0830.1230.0840.0920.0610.0400.1310.1590.0630.1190.1670.2240.0950.1760.2090.2730.1250.1230.3200.1700.3970.1450.5100.3650.3660.0310.0330.2190.0280.2500.2790.0000.1890.3550.0690.2150.1630.1670.4010.0000.125
contrastnormalization_20.2610.1290.1250.2430.6310.3540.5260.1420.1570.0420.3740.6050.2730.1310.1060.4430.3580.2950.1750.2220.4090.6140.5560.5350.0210.2430.0230.0210.1440.0270.0780.0480.0330.1630.0350.0000.1970.2540.1850.0730.1030.0790.1000.0360.0400.1320.1880.0640.0940.1520.2040.1110.1980.2100.2540.1400.1250.3180.1740.4210.1420.5130.3790.3730.0310.0330.2010.0340.3330.2580.0000.2330.3150.0660.2260.1600.1670.4230.3330.125
elastic_10.1960.0000.0480.0110.0000.0680.0820.0110.0150.0160.2920.3680.0910.0170.0100.1310.1420.1380.0370.0100.2430.2050.0360.1750.0000.0220.0000.0000.0000.0270.0000.0000.0160.0330.0000.0000.0000.1330.0240.0060.0000.0250.0000.0000.0000.0190.0220.0150.0000.1520.1190.0440.0000.0790.0850.0830.0050.0170.0610.0200.0040.3750.0820.0000.0310.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0310.0000.1620.0000.000
scaled_1p250.2930.1650.1140.3030.5870.3850.5220.1520.2170.0870.3770.5660.3640.1340.1250.6040.4600.3790.2230.2730.4960.6590.6180.6280.0260.2930.0300.0870.2120.1890.1560.0480.0660.2270.1320.0000.2240.3100.2300.0770.1310.0870.0930.0740.0710.1440.2590.0770.2000.2080.2840.1650.2900.2910.2630.1620.1340.2660.1540.4600.1640.5320.4260.4090.0470.0110.1900.0690.2920.3680.0000.2630.3410.0920.2960.1290.1110.4280.0000.125
scaled_0p750.1700.0750.0480.1980.4290.2220.5080.0990.0810.0180.3410.4740.2050.0670.1010.3620.3130.2200.1180.1630.3990.4850.4690.4060.0030.1310.0120.0000.0900.0000.0690.0000.0000.1040.0350.0000.0900.1490.0180.0320.0360.0250.0330.0170.0060.0580.1170.0460.0990.0740.1020.0750.0890.1210.1860.1180.0440.2550.0710.3920.0910.4130.3130.2690.0310.0110.1240.0090.1250.2360.0000.1020.2920.0390.1450.0470.1670.2670.0000.125
scaled_0p50.1070.0570.0240.1120.3410.1750.4180.0830.0390.0080.1950.2630.0680.0610.0470.2580.1880.1620.0790.1270.2610.3180.3330.3210.0020.0980.0000.0000.0540.0000.0080.0000.0000.0460.0000.0000.0040.0600.0000.0090.0080.0040.0130.0000.0000.0360.0620.0310.0760.0190.0250.0080.0570.1150.0850.1000.0140.1260.0350.2910.0460.2690.1290.1670.0000.0000.0100.0200.0830.0990.0000.0500.1870.0150.0750.0430.1110.1530.0000.125
scaled_(1p25, 1p0)0.2800.1460.1080.2920.6390.3470.5420.1410.1980.0630.3990.5440.2730.1360.1210.5690.4100.3490.1920.2120.4760.6890.5780.6330.0450.2280.0240.0660.1950.0810.1190.0000.0490.2240.0700.0000.1940.2810.2060.0910.1180.0770.1080.0660.0540.1470.2230.0530.1320.1890.2510.1330.2650.2710.2880.1640.1190.3070.1570.4850.1780.5660.4070.4350.0780.0220.1760.0410.2920.3660.0000.2560.3790.1020.2420.0950.1110.3970.0000.062
scaled_(0p75, 1p0)0.2060.1240.0600.2100.5240.2700.5450.1140.1070.0280.3310.5260.2420.0680.1060.3780.3280.2390.1560.1900.4160.5000.5090.4500.0080.1890.0150.0000.1350.0000.0860.0480.0160.1320.0000.0000.1240.1930.1180.0550.0820.0460.0510.0370.0140.0780.1620.0460.0940.0880.1650.0800.1390.1850.2200.1460.0660.2620.1020.3440.1110.4390.3780.2820.0310.0110.1410.0210.2920.2210.0000.1380.3080.0400.1670.0740.2220.3620.0000.125
scaled_(1p0, 1p25)0.2860.1570.1270.2560.5990.3310.5120.1810.1740.0870.3940.5700.3180.1250.1210.5540.4000.3390.2060.2000.4370.5450.6200.6210.0310.2760.0210.0480.2140.0810.1420.0480.0490.2100.0530.0000.1970.2680.2040.0840.1460.0650.0910.0660.0380.1370.2170.1000.1890.1930.2360.1270.2030.2450.2570.1640.1320.3730.1710.3690.1470.5180.4370.3920.0310.0000.2300.0660.4170.3030.0000.2150.3980.0660.2370.1430.2220.3660.0000.125
scaled_(1p0, 0p75)0.2200.1030.0870.2380.5980.3100.5470.1230.1300.0320.3190.5000.2270.1280.1030.4300.3770.2710.1730.2240.4050.6290.5210.5420.0180.1250.0180.0210.1450.0270.0900.0480.0160.1370.0440.0000.0980.1980.0870.0490.0780.0460.0730.0380.0400.1090.1570.0510.1440.1250.1530.0890.1610.1690.2030.0880.0910.3360.0880.4690.1230.5060.3230.3260.0620.0220.1670.0200.1670.2860.0000.1550.3500.0460.1720.0880.1670.3210.0000.062
translate_(0p1, 0p1)0.2040.0930.0590.2100.5710.2740.4950.1240.1130.0280.3260.5260.2420.0750.0940.3670.3280.2450.1500.2140.4040.5680.5360.4950.0170.1690.0120.0000.1230.0000.0730.0000.0160.1250.0350.0000.1370.1850.0880.0330.0660.0370.0800.0190.0040.0920.1530.0740.0990.0940.1660.0740.1570.1850.2200.1230.0650.3100.0780.3840.1100.4520.3690.3210.0310.0220.0930.0110.2500.3100.0000.1200.2870.0390.1610.1050.0560.3570.0000.125
translate_(0p1, -0p1)0.2340.1370.0850.2570.5600.3040.5400.1500.1790.0650.3590.5390.1480.1090.1010.4400.3830.2540.1800.2150.4210.6210.5470.5280.0250.2790.0120.0110.1630.0540.0930.0480.0160.1650.0700.0000.1980.2570.1480.0620.0900.0610.1000.0490.0240.1220.1790.0380.1580.1680.2190.0990.1830.2290.2370.1250.0880.3050.1540.3910.1320.5480.3450.3830.0310.0220.2150.0640.3330.2910.0000.2100.3310.0490.1880.1230.0560.4040.0000.125
translate_(-0p1, 0p1)0.2510.1380.0870.2570.5830.3430.5260.1470.1730.0390.3810.5260.2500.1070.1290.4670.3930.3040.2330.2420.4460.7050.5560.5880.0100.1910.0180.0640.1700.0540.1090.0000.0490.1760.0530.0000.1780.2790.1300.0760.1050.0550.0970.0550.0710.1350.1930.0960.1700.1410.2300.1340.2370.2170.2540.1600.0960.2420.1300.4450.1360.5440.3800.3670.0620.0330.1340.0300.2920.2750.0000.1900.3270.0850.1940.0990.2220.4170.0000.125
translate_(-0p1, -0p1)0.2870.1670.1190.2940.5950.3760.5810.1670.2060.0920.4170.5440.3180.1400.1250.6070.4400.3480.2330.3100.5050.6670.6280.6680.0550.3090.0240.0640.2570.1890.1530.0480.0740.2170.1050.0100.2390.3140.2410.0870.1470.0910.0980.0800.0600.1400.2370.0810.2640.2330.3020.1540.2640.2890.2710.2430.1350.2750.1850.4510.1710.6540.4420.4500.0780.0060.2120.0820.2920.2700.0000.2560.3570.0990.3010.1170.2220.4550.0000.125
translate_(0p1, 0)0.2280.1230.0730.2410.5750.2810.5110.1220.1340.0330.3320.5260.2390.0760.0910.4040.3180.2680.1790.2120.4250.6210.5760.5110.0040.1840.0210.0070.1370.0270.0860.0480.0160.1520.0180.0000.1530.2320.1400.0560.0940.0540.1000.0450.0270.1390.1300.0460.1600.0880.1930.0910.1840.1840.2370.1320.0840.2850.1190.3710.1220.5160.3790.3430.0310.0110.2040.0210.3330.3050.0000.1760.3340.0490.1630.0950.1110.4110.0000.125
translate_(-0p1, 0)0.2780.1620.0970.2570.6230.3440.5720.1590.1990.0660.4080.5180.2730.1460.1220.5450.4000.3440.2060.2980.4910.6890.5870.6560.0450.2430.0200.0740.2160.0810.1000.0950.0490.2380.0530.0000.1950.2740.1980.1030.1290.0860.1050.0660.0690.1610.1880.0820.2190.1790.2610.1410.2350.2590.3310.1740.1200.3110.1840.4660.1570.6220.4050.3860.1090.0220.1780.0410.3330.3150.0000.2050.4240.0950.2470.0970.1670.4460.0000.125
translate_(0, 0p1)0.2400.1110.0980.2240.6190.3510.4940.1560.1430.0290.3680.4740.2730.0910.1030.4350.3680.2670.2090.2330.4170.6360.5470.5400.0160.1970.0180.0000.1630.0270.0900.0480.0160.1610.0350.0000.1530.2210.1410.0640.0890.0650.1070.0560.0340.1190.1670.0540.1480.1160.1930.1050.1830.2000.2370.1240.1000.3220.1070.4100.1210.5770.3650.3450.0310.0330.2080.0340.2500.2480.0000.1760.3190.0540.1770.1010.1670.3910.0000.125
translate_(0, -0p1)0.2820.1670.1350.2880.5990.3280.5170.1670.2010.0920.3940.5530.2730.1160.1220.5730.4180.3130.2070.2530.4380.6670.6300.6060.0450.2870.0180.0320.2080.0810.0890.0480.0490.2190.0700.0000.2040.2800.2260.0820.1300.0780.0840.0680.0480.1350.2060.0820.1800.2130.2560.1390.2050.2440.2540.1970.1310.3280.1810.4270.1710.6090.4220.3960.0620.0390.2400.0530.3750.3240.0000.2730.3300.0730.2580.1360.1670.4120.0000.125
rotated_30.2760.1520.1310.2600.5990.3410.5390.1650.1780.0710.4030.5040.2950.1470.1100.4910.4050.2910.1970.2520.4520.5450.6040.5830.0340.2070.0250.0390.1670.0270.1280.0480.0490.1870.0350.0000.2120.2640.1730.0770.1390.0880.1010.0530.0270.1300.1810.0840.1690.1760.2520.1240.2390.2570.2710.1670.1220.3070.1660.4590.1840.5830.3700.3730.0310.0500.2140.0440.3750.3040.0000.2260.3350.0740.2260.1200.1670.4180.0000.125
rotated_50.2820.1600.1370.2790.6590.3380.5330.1660.1870.0760.3940.5110.1740.1430.1180.5670.3730.2880.1860.2720.4330.5760.5660.5760.0320.2680.0200.0160.1610.0540.1280.0950.0490.2180.0350.0000.2230.2840.1980.0840.1390.0860.1000.0530.0440.1320.1830.0760.1960.1620.2500.1150.2540.2810.2790.1910.1310.3050.1600.4390.1770.5420.3970.3930.0470.0560.2440.0500.3750.2910.0000.2550.4000.0730.2110.0900.1480.4370.0000.125
rotated_100.2900.1640.1320.2780.5790.3190.5630.1640.1540.0740.4040.5040.2500.1360.1250.5460.4180.2740.1940.2490.4470.5760.5760.5880.0240.2270.0140.0600.1890.0810.2260.1430.0490.1930.0350.0190.1830.2880.1540.0750.1180.0900.0820.0720.0760.1210.2030.1110.2270.2130.2540.1150.2510.3040.2580.1880.1340.2870.1460.4740.1880.5020.3990.3860.0310.0280.2180.0500.3330.3080.0000.2760.3670.0700.2260.0760.1670.3940.0000.125
rotated_450.2580.1650.1040.2600.4170.2320.3450.0630.0190.0340.2780.6050.0000.0420.0650.5450.4270.2010.1790.0930.3520.4850.5750.5410.0340.1200.0150.0640.1420.1220.1750.1430.0490.1680.0960.0190.1980.1880.1890.0430.0490.0590.1180.0330.0480.1380.2130.0590.1840.2550.2860.1520.1880.2770.2580.1160.0560.0720.0650.3100.1150.5480.2620.3450.0620.0670.2100.1010.0280.1360.0000.1400.0560.0510.2310.0060.1110.3410.0000.125
rotated_600.2160.1500.0550.1780.2980.1080.2450.0360.0000.0100.1670.5530.0000.0300.0730.4890.3230.1140.0750.0510.2200.5000.4950.4610.0380.1210.0090.0530.1200.1220.0710.0480.0490.1170.0960.0190.0910.1730.1320.0320.0190.0370.1220.0290.0440.1060.2280.0480.2010.2460.2580.1640.1540.2960.2400.1250.0340.0160.0720.2100.0910.4330.2600.2590.0620.0560.1180.1170.0000.0310.0000.0500.0580.0580.2070.0120.0000.3080.0000.125
rotated_900.1610.1170.0040.1180.0950.0930.2550.0320.0000.0050.1670.4470.0000.0030.0900.4150.2140.0740.0440.0200.1460.3180.3960.4330.0140.0820.0060.0000.0940.0680.0390.0000.0000.1070.0350.0190.0520.1070.0980.0050.0190.0040.0870.0250.0420.0960.1710.0410.1250.2390.1790.1300.1680.2550.2200.0690.0150.0060.0710.1500.0240.3460.2110.0640.0310.0110.0590.0340.0000.0230.0000.0210.0950.0380.1720.0000.0560.2590.0000.125
flipH0.2640.1340.1260.2560.6510.3540.5380.1680.1590.0610.4340.5530.2360.1190.1220.4790.4030.3360.2500.2620.4820.6210.5470.6410.0250.2520.0330.0320.1790.0540.0780.0950.0660.1500.0960.0000.1450.2700.1160.0950.0800.0960.0760.0750.0400.1540.1980.0560.1910.1880.2110.1440.1410.2360.2400.1380.1330.3010.1980.3770.1510.5080.4960.3540.0100.0390.1880.0430.2780.2510.0000.2030.3470.0910.1950.1190.2590.4230.0000.125
flipV0.1800.1140.0240.1500.4800.2440.4180.0500.0260.0260.3330.5790.0450.0650.0940.4370.1990.1630.0000.0740.1820.1140.5100.4610.0240.0670.0000.0210.0830.0810.0190.0480.0160.1960.0000.0000.0650.1530.1400.0310.0520.0240.0820.0450.0260.1130.1950.0730.1540.2050.2250.0870.0910.2910.0930.0690.0100.0060.0300.2200.0730.2760.2430.2310.0940.0330.1670.0530.2360.2330.0000.0710.2480.0540.2040.0330.2220.2310.0000.125
dropout0.2470.1120.1050.2050.4010.1740.4690.1700.1090.0470.3840.5260.1820.0930.0340.2580.1640.2150.1200.1150.2640.3180.4690.4690.0070.1640.0180.0110.1090.0000.0210.0000.0160.0860.0000.0000.1050.1650.1100.0510.0240.0470.0530.0510.0060.1190.0780.0310.0310.1380.2210.0480.0330.0710.0760.0860.0590.1710.1140.2080.0940.2950.1930.2110.0310.0000.0980.0000.2500.1120.0000.1120.0360.0230.1290.0970.1670.2030.0000.000
Recall for model e2e_mask_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2660.1590.1250.2560.5680.3250.5410.1910.1660.0740.4130.4270.3320.1380.1470.4810.4180.3250.2710.2520.4680.6460.4880.5830.0270.2510.0250.0060.2230.0570.1020.0430.0230.1900.0830.0270.1590.1310.1480.0860.0840.0950.1270.0600.0400.1420.1810.1200.2350.1360.2210.1050.1480.2310.2080.1480.1210.2560.2070.4230.1530.5430.3410.2780.0420.0420.2250.0530.2790.2980.1110.2010.4170.0630.1970.1210.2080.4160.0000.064
gaussianblur_10.2700.1370.1290.2480.6150.3290.5860.1790.1700.0420.3980.6320.2730.1460.1060.4570.4400.3280.2090.2500.4310.5760.5310.5400.0180.2390.0210.0130.1910.0270.0940.0000.0490.1750.0530.0000.1650.2680.1670.0850.1260.0810.1280.0820.0440.1430.1760.0670.1940.1390.2230.0880.2010.2310.2880.1270.1260.3360.1550.4670.1490.6120.3730.4150.0310.0220.2750.0390.3330.3400.0000.1760.3940.0680.2260.0930.1670.3680.0000.125
gaussianblur_100.1290.0000.0280.0090.0240.0290.0550.0040.0000.0050.0420.1050.0910.0000.0200.0770.0150.0370.0000.0000.0210.0450.0000.0170.0000.0370.0000.0000.0000.0000.0000.0000.0000.0110.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0290.0320.0150.0000.1300.0140.0220.0500.0280.0850.0210.0040.0000.0100.0200.0200.0450.1350.1090.0310.0000.0390.0000.0000.0000.0000.0000.0000.0000.0220.0000.0000.0000.0000.000
gaussianblur_200.0490.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0040.0000.0000.0140.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2380.0230.0550.1190.2860.1680.4550.1590.0540.0320.3380.5260.0910.0510.0380.2250.2340.1140.0870.1030.1940.4020.2860.2170.0000.1270.0000.0110.0940.0270.0000.0000.0000.1000.0000.0000.0130.0480.0300.0410.0170.0370.0070.0200.0000.0410.0690.0440.1040.0800.1970.0980.0960.1670.2120.1660.0410.1100.0610.0730.0990.4260.2870.1570.0310.0000.1670.0140.2500.1670.0000.0950.2700.0180.1510.0250.0000.2260.0000.000
superpixels_0p50.1540.0190.0220.0670.1790.0430.1710.0970.0130.0260.1670.4740.0910.0210.0230.0560.0820.0390.0130.0200.0400.2050.0620.0420.0000.1100.0000.0110.0260.0000.0000.0000.0000.0700.0000.0000.0000.0000.0000.0080.0000.0210.0000.0080.0000.0120.0110.0190.0210.0100.0920.0770.0000.0540.1440.1110.0070.0110.0000.0100.0220.1700.2030.0270.0000.0000.0880.0110.0830.0230.0000.0140.1810.0050.0750.0000.1110.1540.0000.000
superpixels_0p850.0500.0000.0020.0000.0000.0000.0550.0070.0080.0110.0560.3950.0000.0080.0190.0000.0000.0000.0000.0000.0000.0450.0210.0000.0000.0580.0000.0000.0000.0000.0000.0000.0000.0260.0000.0000.0000.0000.0000.0030.0000.0070.0000.0000.0000.0000.0000.0000.0000.0070.0150.0080.0000.0090.0340.0420.0000.0000.0300.0000.0000.0190.1330.0070.0000.0000.0000.0000.0000.0000.0000.0000.0900.0000.0000.0000.0000.0150.0000.000
colorspace_250.2530.1390.1170.2400.5710.3290.5600.1870.1520.0470.3980.5000.2950.1460.1130.4480.3710.3590.1940.2090.4210.6970.5610.5000.0340.2650.0270.0000.1820.0270.1080.0000.0490.2050.0000.0000.1660.2410.1390.0860.1200.0720.1100.0410.0120.1470.1280.0850.0070.1010.1610.0000.0750.0960.0930.1370.1180.3210.1380.5040.1540.5850.3900.4100.0310.0110.2170.0210.3330.2890.0000.1720.3600.0730.2360.1440.2220.3640.0000.125
colorspace_500.2490.1420.1100.2460.6070.3140.5530.1910.1540.0420.3890.4910.2730.1610.1100.4540.3880.2990.1790.1960.4230.6970.5610.4750.0290.2740.0220.0000.1810.0270.0830.0000.0490.1850.0000.0000.1690.2310.1330.0880.1160.0700.1040.0530.0120.1650.0750.0770.0000.1090.1140.0000.0000.0580.1360.1620.1140.3140.1760.4850.1520.5670.3730.4140.0310.0000.2080.0160.3330.2390.0000.1880.3440.0590.2250.1500.1670.4000.0000.125
averageblur_5_110.2620.0960.1060.2330.4960.3540.5930.1650.1180.0370.4170.5790.3180.0820.0700.3760.3230.3180.1440.2260.4100.3860.5000.4080.0090.2060.0180.0110.1400.0270.0920.0000.0490.0860.0000.0000.1350.2300.1400.0670.1040.0730.0930.0270.0300.1260.1420.0690.1630.1240.1830.0960.1130.2340.2710.1110.0900.2560.0870.4450.1380.5710.3100.4210.0310.0220.1860.0280.3330.2850.0000.1860.3060.0520.2150.0780.1670.2720.0000.062
medianblur_10.2590.0820.0980.2330.4210.2880.5330.1610.0980.0420.4120.6320.2950.0980.0800.3600.3410.2580.1750.2670.4100.5610.4840.4470.0100.2330.0060.0000.1280.0270.0920.0000.0490.1470.0000.0000.1210.2220.1400.0690.0970.0580.0670.0560.0180.1420.1040.0850.1530.1380.1770.0760.1170.1830.2200.1440.0920.2840.1200.4310.1410.5740.3350.3670.0310.0220.1440.0350.2920.2000.0000.1760.2720.0350.2260.0970.1670.3080.0000.125
sharpen_00.2630.1420.1240.2420.5670.3320.5530.1740.1550.0470.3840.6320.3180.1420.0840.4560.3400.3270.1760.1950.4050.6360.5730.5220.0270.2460.0260.0050.1970.0270.1180.0000.0330.1870.0180.0000.1410.2510.1860.0770.1210.0740.0610.0480.0040.1150.1540.0230.0850.2140.2330.0630.1220.1600.2460.1470.1210.3470.1770.3720.1520.5610.3540.3760.0310.0110.1830.0230.3330.3450.0000.1260.3240.0560.2260.1190.1670.3490.0000.000
sharpen_10.2650.1600.1240.2330.5630.3190.5560.1500.1370.0500.3960.6320.3640.1040.0970.4540.3810.2910.1660.1670.3970.5980.5760.5390.0340.2130.0260.0040.2040.0270.1110.0000.0330.1660.0000.0000.1560.2420.1740.0820.1190.0720.0840.0530.0040.1110.1340.0310.0900.1870.2470.0590.1340.1720.2200.1230.1230.3170.1620.3840.1560.6060.3640.4150.0310.0110.1570.0280.3330.3160.0000.1620.3280.0570.2370.1190.1670.3530.0000.062
sharpen_20.2620.1630.1320.2180.5160.3290.5290.1600.1740.0500.4030.6320.2730.1340.0940.4870.3580.2980.1550.1790.4350.6210.5730.5690.0340.2460.0210.0070.1890.0270.1210.0000.0330.1520.0000.0000.1650.2430.1610.0780.1060.0770.1030.0590.0060.1110.1610.0380.0810.1950.2730.0560.1470.2010.2030.1660.1070.3360.1710.3190.1480.5510.3440.4140.0310.0110.1650.0180.3330.2980.0000.1700.3030.0540.2260.1170.1670.3860.0000.042
addintensity_-800.2470.1300.1130.2070.6070.3090.5920.1090.1470.0530.4400.5260.2050.1030.1060.4240.3270.2750.1710.2090.3340.4770.5230.5360.0170.2560.0270.0160.1460.0270.0890.0000.0330.2070.0350.0000.1260.2290.1390.0580.0810.0540.0980.0570.0240.1520.1780.0720.1010.0960.2200.0630.1580.2550.2580.1270.0870.2410.1260.4310.1310.5060.2930.3560.0310.0110.1930.0210.2500.1910.0000.1650.2590.0610.1830.1010.1670.3140.0000.125
addintensity_800.2670.1620.1240.2450.6190.3160.5590.1630.1590.0530.4080.5790.3180.1270.0940.4870.4230.3390.1700.2220.4310.6140.5680.5390.0320.2180.0270.0160.2090.0270.0830.0000.0330.1650.0180.0000.1580.2560.1690.0790.1230.0820.1100.0550.0710.1340.1880.0950.1740.2190.2370.0670.1550.2310.2970.1550.1210.3180.1450.4600.1530.5540.3690.4090.0310.0220.2450.0250.3330.2840.0000.1580.3550.0610.2370.1220.1670.4040.0000.125
elementrandomintensity_10.2460.0870.1010.1770.3210.1740.4210.1120.0480.0420.3890.4740.1820.0510.0340.2430.2890.2390.1000.1160.1750.4850.4910.4710.0070.2280.0240.0110.1100.0000.0670.0000.0000.0740.0000.0000.1030.1750.1040.0090.0460.0370.0330.0120.0240.0670.0330.0150.0000.0070.1460.0010.0750.1310.1190.1000.0360.1100.0510.1710.0860.3970.1710.1710.0310.0000.0390.0000.0000.0600.0000.0600.0410.0090.0430.0740.1110.3780.0000.000
multiplyintensity_0p250.2560.1180.1000.2140.5950.3520.5600.1500.1260.0370.4310.5260.1820.0880.0780.4480.4180.3230.1630.2250.3790.4170.5730.5170.0220.1890.0210.0110.1750.0540.0670.0000.0160.1410.0000.0000.1180.2050.1590.0570.1090.0570.0870.0610.0360.1030.1250.0620.0730.1100.1660.0130.1620.2190.2030.0790.0890.3260.1460.3890.1240.5030.3480.4340.0310.0220.2520.0370.2920.2590.0000.1550.2190.0540.2150.0960.1670.3340.0000.062
multiplyintensity_20.2670.1610.1230.2780.5630.3370.5060.1740.1490.0550.3700.5260.3410.1070.0900.4760.4180.3230.1560.1960.4050.6140.5570.5440.0210.1920.0270.0070.1750.0270.0960.0000.0330.1570.0000.0000.1720.2280.1650.0850.1110.0670.1190.0590.0180.0890.1610.0670.1560.1220.2230.0580.1570.2210.2120.1460.1180.3190.1550.3820.1570.4950.3730.4250.0470.0220.1700.0480.2080.3170.0000.1550.3300.0700.2150.1050.1110.3430.0000.125
contrastnormalization_00.2630.1480.1250.2340.6190.3270.5600.1710.1730.0660.3750.6320.2730.1290.1090.4010.3750.2930.1940.1980.4240.5450.5590.4940.0290.2560.0230.0070.1900.0270.0810.0000.0330.1890.0000.0000.1720.2600.1750.0890.1250.0750.1290.0380.0280.1480.1790.0770.0470.2040.2130.0760.1750.2170.2970.1390.1200.3150.1590.4310.1490.6030.3650.3830.0310.0060.2650.0210.3330.2860.0000.1640.3600.0660.2260.1350.1480.3760.0000.125
contrastnormalization_10.2600.1300.1100.2360.6150.3270.5520.1630.1690.0470.4120.6320.2730.1190.1040.4720.3680.2840.1800.2060.4310.6290.5760.5530.0280.2580.0150.0110.1890.0270.0670.0000.0490.1750.0180.0000.1650.2670.1760.0870.1050.0780.0970.0580.0360.1450.1510.0760.1370.1970.2540.0990.1800.2090.2750.1440.1200.3380.1360.4680.1630.5910.3570.3820.0310.0110.2120.0210.3330.3120.0000.1870.3120.0650.2260.1470.1670.3540.0000.125
contrastnormalization_20.2650.1210.1310.2270.6470.3660.5100.1580.1490.0580.4120.6320.2730.1330.1000.4620.3840.2890.1850.2200.3860.6590.5660.5140.0380.2720.0210.0110.1840.0270.1030.0000.0330.1810.0180.0000.1580.2610.1810.0880.1140.0880.0810.0400.0390.1360.1670.0860.0780.1610.2200.0860.2090.1990.2880.1460.1340.3070.1700.4000.1370.5300.3620.3960.0310.0220.2390.0250.3330.2900.0000.2030.3080.0620.2260.1230.1670.3460.0000.125
elastic_10.2100.0000.0680.0310.0000.1100.1270.0420.0190.0260.3060.3950.0680.0230.0150.2580.1820.1320.0370.0200.2300.2500.0420.2330.0000.1170.0000.0000.0170.0270.0000.0000.0000.0170.0000.0000.0000.1290.0240.0110.0080.0300.0000.0080.0120.0190.0260.0310.0000.1520.1100.0620.0750.1430.1190.0970.0130.0450.0610.0400.0260.2690.1580.0910.0310.0000.0000.0050.0000.0000.0000.0290.0000.0000.0000.0310.1110.1850.0000.000
scaled_1p250.2920.1450.1230.2760.5520.3670.5690.1680.1990.0970.4190.6320.3180.1520.1380.6080.4810.3530.2330.2840.4790.6890.6180.6270.0270.2960.0300.1090.2380.2160.1860.0480.0820.2480.0880.0000.2320.3150.2350.0850.1350.0980.0780.0770.0390.1390.2720.0840.2830.2020.3150.1810.2600.3090.2880.2060.1280.2890.1500.4620.1800.5770.4000.3920.0470.0000.2120.0980.3330.3690.0000.2270.3870.0880.3120.1280.1110.4210.0000.125
scaled_0p750.1720.0710.0470.1910.5240.2310.5270.1050.0850.0120.2960.5260.2420.0850.1020.3420.3580.2170.1330.1680.3880.6060.4900.4240.0140.1420.0120.0110.1180.0000.0620.0000.0000.1040.0350.0000.1140.1200.0320.0350.0370.0250.0330.0230.0070.0570.1500.0310.0950.0830.0900.0810.1380.1110.1860.1110.0460.2680.0740.3660.0930.4170.2930.2620.0310.0110.1370.0110.1250.1740.0000.0980.3180.0400.1450.0590.1110.2690.0000.062
scaled_0p50.1060.0470.0230.1410.3530.1720.4240.0950.0310.0080.2050.2630.1520.0530.0540.2830.2270.1770.0940.1220.2620.3790.3230.3420.0020.0990.0000.0000.0570.0000.0080.0000.0000.0640.0000.0000.0050.0650.0060.0110.0080.0050.0000.0000.0000.0290.0780.0230.0730.0190.0420.0100.0620.1170.0850.1160.0110.1530.0350.3090.0670.2690.1270.1300.0000.0000.0290.0200.1670.0690.0000.0640.2080.0160.0750.0510.0560.1540.0000.062
scaled_(1p25, 1p0)0.2830.1520.1050.2890.6710.3380.5850.1730.1990.0610.3940.5700.2730.1790.1250.5650.4480.3180.2090.2680.4900.6970.5940.6180.0330.2590.0270.0590.2200.1080.1110.0000.0490.2450.0350.0000.1710.2780.1740.0880.1200.0820.0870.0840.0520.1540.2340.0830.2500.1730.2590.1350.2570.2590.2670.2200.1200.3020.1500.5100.1910.6110.4010.4750.0470.0220.1930.0370.3330.3460.0000.2690.3480.0930.2370.0580.1110.3960.0000.125
scaled_(0p75, 1p0)0.2100.1210.0620.2200.5600.2480.5670.1190.1310.0230.3310.5260.2880.1050.1110.3710.3190.2460.1650.1860.4150.6140.5100.4530.0060.2100.0120.0070.1300.0000.0730.0000.0330.1350.0180.0000.1310.1860.1040.0650.0710.0370.0670.0330.0060.0800.1350.0690.1370.0850.1690.0720.1390.1950.2200.1320.0710.2730.1340.3610.1060.4970.3550.2970.0310.0110.2060.0110.2500.2140.0000.1310.3310.0490.1770.1050.1480.3070.0000.125
scaled_(1p0, 1p25)0.2820.1370.1360.2620.5830.3470.5180.1750.1700.0950.4070.6320.4090.1250.1410.5470.4600.3490.2100.2100.4520.6440.5970.5720.0300.3210.0150.0130.2480.0810.1330.0480.0490.2040.0700.0000.2130.2800.1920.0860.1260.0820.0680.0610.0570.1330.2050.0730.2570.2090.2570.1250.2030.2440.2540.1550.1320.2940.1680.4360.1830.5710.4180.3830.0310.0220.2320.0820.4170.3410.0000.1980.3960.0780.2580.1800.1670.3510.0000.125
scaled_(1p0, 0p75)0.2260.1040.0860.2560.5990.3190.5690.1560.1230.0180.3470.5790.2270.1300.1000.4320.3810.3040.1810.2220.4000.6740.5050.5220.0240.1460.0120.0170.1490.0270.0940.0000.0160.1570.0350.0000.1190.1800.1110.0440.0780.0450.0910.0400.0390.1010.1420.0620.1340.1120.1730.0830.1640.1540.2030.1020.0860.3110.0990.4330.1400.5080.3250.3590.0310.0220.1630.0160.2500.2010.0000.1830.3500.0550.1720.0950.1670.3890.0000.125
translate_(0p1, 0p1)0.2050.0790.0590.2040.5790.2450.4940.1190.1220.0230.3380.5260.2390.0970.1030.3840.3660.2560.1770.1830.3910.6520.5210.4840.0030.1870.0090.0050.1140.0000.0860.0000.0330.1370.0180.0000.1060.1710.0930.0390.0530.0430.0840.0360.0110.0970.1400.0460.1350.0760.1810.0840.1310.1560.2060.1230.0700.2420.0670.3720.1100.4780.3120.3190.0310.0110.1370.0160.2500.2540.0000.1360.3140.0450.1680.1060.1110.3700.0000.062
translate_(0p1, -0p1)0.2400.1300.0900.2740.5950.2750.5200.1390.1740.0590.3500.6050.2420.1270.1130.4890.4020.2680.1920.2060.3990.6820.5830.5120.0140.2790.0120.0110.1980.0540.0970.0480.0330.1990.0350.0000.1820.2460.1550.0700.0930.0560.0870.0360.0330.1190.1860.0460.2570.1400.2240.1020.1580.2330.2370.1690.0920.3000.1310.4180.1590.5520.3700.3640.0310.0170.2290.0430.3330.3060.0000.1990.3550.0520.2110.1190.1110.3750.0000.062
translate_(-0p1, 0p1)0.2550.1000.0930.2800.6110.3230.5620.1640.1620.0390.3910.5790.2500.1480.1290.4940.4180.3030.2080.2580.4360.7420.5620.5750.0240.2130.0240.0590.1800.0540.1110.0000.0490.2000.0530.0000.1710.2620.1430.0710.1030.0600.0830.0560.0470.1330.1960.0770.2190.1490.2490.1210.2170.1930.2580.1760.1100.3030.1450.3760.1410.5740.3400.3770.0620.0220.1210.0430.3330.2040.0000.1850.3510.0820.1940.0860.2220.4040.0000.125
translate_(-0p1, -0p1)0.2940.1490.1280.3120.5830.3650.5880.1730.1890.0820.3940.6750.3640.2010.1400.6140.4880.3390.2370.3120.4970.7270.6150.6080.0380.2890.0240.0920.2760.1890.1240.0950.0740.2390.1050.0000.2150.3150.2160.0940.1270.0890.0770.0770.0620.1620.2300.0920.3120.2250.3050.1720.3000.2880.2880.2180.1460.3280.1600.4910.2020.6680.4140.4030.0780.0110.2610.0820.3330.3050.0000.3080.4050.0850.3010.1130.1670.4640.0000.125
translate_(0p1, 0)0.2270.1240.0740.2490.5600.2840.5210.1240.1540.0280.3100.5260.2880.1130.0990.4390.3870.2940.1980.2130.4280.6970.5630.4840.0220.2060.0150.0110.1550.0270.1110.0000.0160.1750.0350.0000.1250.2200.1400.0600.0960.0490.1130.0440.0260.1190.1650.0540.1930.0960.1780.0850.1350.1830.2200.1340.0850.2880.1320.3840.1210.5010.3160.3420.0310.0110.1810.0320.3330.3020.0000.1610.3140.0560.1900.1200.1110.3490.0000.125
translate_(-0p1, 0)0.2840.1440.1020.2660.6310.3310.5750.1710.1880.0660.4070.5700.3410.1940.1350.5800.4330.3270.2110.2850.4860.7420.5570.6360.0390.2460.0270.0740.2270.1080.1000.0000.0410.2280.0530.0000.1550.2590.1980.0970.1330.0890.1220.0740.0600.1570.1950.0690.2050.2100.2580.1290.2630.2330.3310.2330.1220.2980.1780.4520.1620.6420.4180.4030.0310.0110.1930.0390.3330.3480.0000.2130.3810.0930.2580.0840.1670.3850.0000.125
translate_(0, 0p1)0.2450.1050.0930.2440.6190.3100.5130.1560.1420.0240.3740.5790.2950.1240.1080.4560.4130.3060.2110.2270.4030.6970.5520.5470.0230.1940.0120.0050.1530.0270.1000.0000.0330.1460.0350.0190.1450.2150.1490.0660.1150.0650.1070.0490.0380.1180.1660.0540.1910.1120.2080.1030.1840.1770.2420.1350.1120.3090.1210.4180.1350.5420.3320.3500.0620.0280.1760.0480.2500.2780.0000.1710.3500.0580.1880.1400.1670.3870.0000.125
translate_(0, -0p1)0.2810.1630.1420.2910.5830.3130.5350.1790.1860.0870.3880.6580.4090.1280.1350.5450.4600.3160.2170.2150.4450.6820.6150.6030.0300.3040.0200.0090.2380.0810.1000.0000.0660.2510.0530.0000.2010.2910.1980.0920.1190.0800.0970.0600.0540.1510.1940.0540.2500.2050.2720.1330.2310.2290.2630.2010.1240.3250.1610.4520.1840.6120.4200.3930.0620.0220.2710.0500.3330.3490.0000.2550.3550.0710.2540.1380.1670.4170.0000.125
rotated_30.2790.1500.1380.2670.6450.3120.5480.1740.1820.0610.4040.6180.2270.1490.1250.5430.3990.3240.2070.2570.4610.6740.5830.5690.0310.2550.0290.0370.1930.0270.0920.0480.0660.1960.0350.0000.1830.2720.1850.0870.1380.0980.0840.0810.0380.1570.1820.0820.2260.1760.2580.1160.2070.2460.2910.1690.1220.3000.1830.4840.1850.5560.3900.4250.0470.0170.2560.0500.4170.3650.0000.2200.4120.0780.2370.1130.1670.4050.0000.125
rotated_50.2810.1590.1430.2790.6900.3250.5370.1710.2010.0760.4070.6180.2050.1590.1350.5430.3960.3100.2080.2570.4520.6820.5730.6210.0320.2490.0180.0450.2050.0540.1490.0950.0490.1960.0180.0000.2070.2860.1850.0890.1420.1010.1060.0740.0520.1370.1900.0770.2340.1520.2610.1010.2300.2500.2800.2160.1240.3620.1450.4990.1910.5550.3970.4140.0310.0440.2480.0500.3750.3760.0000.2430.4210.0690.2370.1110.1670.4030.0000.125
rotated_100.2910.1730.1260.2980.5950.3350.5550.1840.1810.0800.4100.5660.3410.1410.1220.5470.4300.3080.2130.2590.4610.6590.5520.5900.0340.2190.0350.0500.1940.0810.1810.1430.0660.2070.0350.0000.2140.2800.1610.0800.1320.0850.1140.0810.0520.1400.2160.0820.2340.2130.2660.1290.2530.2930.2610.2600.1300.3500.1490.4900.1970.5720.4070.4380.0310.0390.2810.0440.3330.2970.0000.2570.3890.0810.2580.0840.1480.4120.0000.125
rotated_450.2650.1490.1150.2540.4400.1440.3350.0700.0240.0470.3060.5790.0000.0350.0950.5120.4650.2070.1900.0980.3270.5080.5830.5780.0410.1510.0140.1120.1610.1080.1830.1900.0330.1800.1050.0190.1870.2100.1670.0540.0920.0750.1580.0450.0680.1420.2050.0430.2260.2240.2750.1510.2330.2830.2530.1460.0620.1150.0710.2770.1120.5100.3030.4300.0620.0670.1610.0820.0420.0780.0000.1140.0830.0720.2420.0120.1390.3720.0000.062
rotated_600.2260.1400.0630.1830.3100.0930.2550.0540.0190.0070.2220.6050.0000.0360.0830.4850.3530.1440.1000.0690.2150.5000.5470.4750.0410.1130.0100.0640.1560.1490.1170.0480.0410.1220.0880.0000.1130.1290.1430.0210.0250.0420.1260.0410.0420.1060.2150.0330.1890.2420.2590.1740.1880.2910.2090.1460.0310.0250.0580.1870.0900.4420.2610.3000.0470.0610.1370.1120.0000.0540.0000.0290.0580.0680.2260.0120.0560.3380.0000.125
rotated_900.1640.1210.0040.1090.1190.0870.2550.0140.0080.0000.3060.5000.0450.0040.0950.4460.2160.0770.0620.0280.1410.3180.4690.4610.0140.0610.0120.0000.1350.0810.0340.0000.0160.1500.0000.0100.0620.0950.0980.0080.0420.0180.0840.0200.0420.0960.1690.0450.1420.2070.1890.1460.1580.2690.1860.0900.0140.0230.0710.1230.0390.3270.1980.0560.0000.0220.0390.0410.0000.0580.0000.0140.0570.0450.1720.0000.1110.2460.0000.125
flipH0.2640.1590.1270.2640.6580.3720.5350.1770.1400.0550.4640.5790.2360.1420.1270.4580.3980.3130.2190.2800.4750.6360.5490.6310.0190.2620.0330.0210.2080.0540.0890.0480.0660.1750.1400.0190.1380.2870.1400.0930.0870.1060.1000.0860.0500.1560.2050.0850.2470.1700.2090.1220.1280.2100.2540.1540.1360.3020.1570.4370.1660.5340.4970.3290.0470.0560.2400.0640.2780.2120.0000.1850.3840.0890.2220.1110.2780.3900.0000.125
flipV0.1850.1210.0190.1600.4670.2270.4670.0100.0410.0260.3890.5790.0680.0380.1130.4270.2160.1690.0370.0340.1910.1140.5100.4820.0070.0430.0000.0530.0980.0810.1140.0950.0330.1640.0000.0000.0550.1370.1340.0210.0540.0250.0760.0530.0620.1160.1880.0720.1940.1920.2290.0970.1250.3460.1360.1130.0160.0000.0400.1900.0730.1670.2670.2620.0620.0220.1410.0480.2920.1740.0000.0860.2180.0520.2040.0310.1110.2370.0000.125
dropout0.2510.1090.0930.2240.4880.1820.5050.1580.0970.0470.3960.5000.1820.0890.0390.2920.2240.2350.0980.1290.3030.2730.5050.5640.0000.2050.0240.0000.1490.0000.0580.0000.0000.0860.0180.0000.1110.1270.1280.0420.0370.0470.0470.0510.0180.1140.1020.0150.0730.1380.2420.0730.1000.1090.1190.1110.0740.2200.1350.2350.1220.3400.2280.2410.0310.0000.1180.0000.0830.1070.0000.1070.0000.0320.1400.0860.1110.2270.0000.000
Recall for model retinanet_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2560.1600.1070.2630.5640.3680.5770.1900.1200.0630.4290.3930.3110.1100.1390.4830.4400.3100.2620.2420.4650.6290.4860.5710.0240.2230.0160.0080.1790.0480.0780.0290.0270.1660.0680.0140.1450.1130.1520.0660.0790.0910.1020.0380.0240.1240.1360.0890.2010.0870.1620.0810.1350.2350.1850.1300.0820.2580.1760.3910.1210.5060.3560.3300.0330.0350.1880.0510.2790.2850.0000.1760.3750.0190.1780.1100.2360.4140.0000.018
gaussianblur_10.2580.1410.1110.2760.6550.3490.5560.1730.1130.0630.4170.6320.3180.0710.0820.5350.3580.3220.1940.2080.4230.5450.5690.5720.0140.2120.0120.0210.1740.0270.0860.0000.0490.1060.0180.0000.1700.1840.1800.0680.0940.0680.0600.0330.0000.1220.1350.0440.0940.1090.1400.0770.1830.2310.2710.1390.0880.2700.1510.4450.1170.5060.3640.4410.0310.0000.1860.0270.3330.2810.0000.1430.3140.0240.2260.0970.2220.3330.0000.000
gaussianblur_100.0910.0000.0020.0000.0000.0410.0360.0000.0000.0000.0280.0790.0000.0000.0000.1550.0600.0000.0000.0000.0160.0910.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0070.0260.0000.0000.1010.0000.0160.0000.0280.0510.0000.0000.0000.0000.0000.0080.0000.0820.0820.0310.0000.0000.0000.0830.0000.0000.0000.0270.0000.0000.0000.0000.0000.0000.000
gaussianblur_200.0260.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0450.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0140.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.1880.0050.0350.0820.1590.1250.3270.1020.0260.0420.2780.5260.1360.0300.0100.1480.1550.0550.0370.0490.0470.1820.1200.1670.0000.0430.0000.0000.0570.0000.0000.0000.0160.0330.0000.0000.0160.0060.0490.0170.0210.0350.0000.0000.0000.0270.0390.0230.0210.0650.1230.0710.1250.1060.1530.1530.0150.0370.0510.0500.0290.3170.2280.1330.0310.0000.0780.0050.1670.0580.0000.0360.2300.0030.1240.0000.0000.2210.0000.000
superpixels_0p50.0790.0000.0140.0260.1190.0350.1360.0180.0150.0260.1670.4210.0450.0080.0100.0490.0600.0000.0000.0000.0000.0000.0100.0330.0000.0490.0000.0110.0000.0000.0000.0000.0000.0440.0000.0000.0000.0000.0000.0030.0000.0110.0000.0000.0000.0020.0090.0150.0000.0220.0210.0360.0000.0090.0680.1250.0000.0190.0000.0200.0040.0770.1270.0600.0000.0000.0200.0000.1250.0230.0000.0000.0900.0000.0970.0000.1110.0230.0000.000
superpixels_0p850.0120.0000.0020.0000.0480.0000.0000.0000.0000.0110.0560.3160.0000.0000.0000.0140.0000.0000.0000.0000.0000.0000.0000.0000.0000.0240.0000.0000.0000.0000.0000.0000.0000.0110.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0070.0000.0000.0000.0000.0210.0000.0000.0200.0000.0000.0000.0380.0130.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0150.0000.000
colorspace_250.2410.1460.1050.2610.6310.3490.5660.1430.1180.0320.3980.5260.2730.0880.0870.4810.3480.3310.1960.1590.4300.6140.5910.5080.0270.1850.0120.0130.1610.0270.0690.0000.0330.1130.0000.0000.1860.1850.1600.0830.0990.0770.0530.0290.0240.1220.0790.0770.0000.0720.0720.0000.0500.0630.1020.1670.0760.2320.1290.4450.1230.5510.3460.4270.0310.0000.1310.0300.3330.2810.0000.1140.2820.0190.2250.1360.1110.3850.0000.000
colorspace_500.2380.1570.0980.2570.5710.3600.5580.1620.1320.0470.3750.5440.2270.1150.0850.4740.3230.2960.1770.1640.4350.5680.5690.4580.0210.2070.0060.0000.1550.0270.0580.0000.0330.1240.0000.0000.1880.1790.1550.0670.1040.0720.0530.0290.0120.1160.0490.0150.0000.0720.0620.0000.0250.0220.1020.1530.0830.2200.1410.4730.1170.5450.3230.4530.0310.0000.1310.0250.3330.2680.0000.1570.2950.0190.2130.1440.1110.3850.0000.000
averageblur_5_110.2390.0950.0900.2430.4880.3760.4860.1250.0800.0420.4170.5260.1360.0720.0590.4150.3160.2820.1630.1290.3860.5000.5100.3890.0000.1870.0120.0000.1090.0270.0330.0000.0330.0560.0000.0000.1130.1410.1460.0500.0690.0630.0470.0200.0120.1110.1020.0460.0940.1010.1100.0450.1080.2340.2370.1390.0670.1190.0590.3170.1190.5060.3020.3780.0310.0000.1180.0250.2500.1470.0000.1290.2930.0190.1830.0740.1110.2280.0000.000
medianblur_10.2450.0790.0830.2390.4640.3200.4700.1260.0490.0580.4380.5790.2270.0370.0740.4440.3460.2170.1560.2300.3880.6140.4880.4220.0000.1760.0000.0110.0610.0270.0220.0000.0490.1110.0000.0000.1210.1410.1280.0430.0740.0560.0470.0370.0120.1120.0850.0560.0900.1090.1020.0810.1330.2100.1860.1110.0730.1100.0660.4130.1160.5350.3480.3240.0310.0110.1180.0210.2500.1670.0000.1180.2730.0160.2150.0990.0000.2950.0000.125
sharpen_00.2500.1660.0980.2400.5120.3280.5360.1620.1120.0530.4440.5260.2730.0820.0870.4180.3560.3140.1750.1570.4280.4770.5800.5290.0070.1940.0120.0000.1570.0270.0940.0000.0330.0910.0000.0000.1680.1650.1500.0530.0900.0460.0700.0290.0120.0770.1010.0190.0310.1520.1510.0270.1500.1400.2460.1320.0810.2970.1300.3430.1320.4520.2950.4030.0310.0000.1270.0320.2500.1960.0000.1310.2550.0230.2260.1070.1110.3770.0000.000
sharpen_10.2470.1520.0930.2410.4760.3580.5640.1620.1120.0530.4260.5260.2730.0880.0880.4110.3180.2930.1750.1390.4220.5450.5600.4970.0070.1820.0120.0000.1590.0270.0720.0000.0330.1080.0180.0000.1540.1840.1460.0670.0900.0650.0430.0330.0120.0940.0890.0230.0490.1790.1680.0350.1080.1380.1860.1460.0870.3030.1200.3880.1110.5540.3060.3820.0310.0000.1470.0370.3330.2200.0000.1140.2560.0160.2260.0860.1110.3540.0000.000
sharpen_20.2520.1500.0960.2320.5080.3560.5650.1650.1150.0530.4260.5260.2270.1020.0810.4130.3530.2940.1750.1280.4390.5760.5600.5310.0070.2070.0180.0000.1510.0270.0890.0000.0330.0970.0000.0000.1700.1830.1400.0530.0890.0630.0530.0330.0120.0740.0830.0150.0520.1810.1580.0250.1690.1100.1780.1530.0860.3430.1120.3480.1210.4970.2910.4180.0310.0000.1080.0320.3330.1720.0000.1210.2600.0210.2370.0620.1110.3670.0000.000
addintensity_-800.2240.1350.0940.2380.5630.3430.5280.1170.0930.0370.4260.5260.1820.0490.0830.4370.3230.2790.1810.1540.3630.3410.5680.5110.0000.1960.0030.0000.0990.0270.0500.0000.0660.1300.0180.0000.1370.2030.1220.0480.0690.0490.0530.0250.0000.1410.1240.0560.0490.0560.0960.0280.1750.2230.2540.1320.0450.1450.0850.3970.0960.4680.2680.3810.0310.0000.1270.0210.2080.1530.0000.1500.2290.0200.1830.0950.1110.3310.0000.000
addintensity_800.2560.1520.1110.2380.5520.3490.5750.1450.1130.0530.4580.5260.2730.0720.0820.4650.3410.3210.1690.1840.4770.5910.5540.5220.0070.1970.0120.0110.1440.0270.0570.0000.0160.1150.0000.0000.1680.1910.1650.0620.1080.0780.0710.0450.0120.1040.1340.0230.0830.1500.1680.0430.1950.1910.2200.1460.0840.2450.1360.4280.1220.5350.3520.3840.0310.0220.1960.0320.3330.2150.0000.1330.3000.0190.2260.1460.1670.3280.0000.000
elementrandomintensity_10.2280.0670.0770.1440.2340.1920.4050.0950.0490.0320.2920.5790.0680.0330.0280.2650.2310.2060.0690.0920.2280.3030.5180.4360.0000.0990.0060.0210.0520.0000.0500.0000.0160.0470.0000.0000.0990.0650.0790.0110.0420.0350.0400.0080.0000.0500.0520.0150.0000.0290.1030.0000.0750.0230.1020.0970.0210.0450.0250.0370.0460.3170.1460.1330.0000.0000.0200.0050.0830.0310.0000.0290.0000.0000.0650.0310.0000.2540.0000.000
multiplyintensity_0p250.2340.1160.0910.2530.5600.3740.5190.1240.0890.0320.4310.5260.1360.0480.0590.4600.3430.3080.1630.1620.3950.3860.5620.5250.0070.1670.0060.0000.1340.0270.0530.0000.0160.0690.0000.0000.1080.1430.1220.0340.0710.0400.0530.0120.0120.1100.0880.0150.0000.0770.1160.0160.1380.1540.1950.0970.0580.2380.1200.3270.0880.5290.3040.4050.0310.0220.1470.0270.3330.1940.0000.1500.2360.0160.2150.0800.2220.3720.0000.125
multiplyintensity_20.2570.1870.1100.2360.5240.3380.5030.1670.1050.0420.4440.4740.3180.0830.0760.4610.3880.3110.1710.1910.4650.5300.5960.5220.0170.1680.0150.0000.1440.0270.0540.0000.0000.0960.0180.0000.1650.1260.1310.0750.0720.0630.0670.0490.0120.0920.1290.0380.1040.0970.1340.0180.1920.2450.2030.1460.0870.2410.1460.3620.1010.4330.3800.4030.0310.0110.1340.0370.2500.2090.0000.0830.3040.0280.2040.1170.1110.3360.0000.125
contrastnormalization_00.2510.1430.1030.2270.6190.3530.5640.1450.1180.0470.4720.5260.2730.0660.0880.4270.3210.2870.1810.1830.4360.5000.5810.4690.0100.2580.0060.0110.1410.0270.0580.0000.0490.1150.0000.0000.1790.2000.1500.0680.0920.0810.0640.0290.0240.1260.1120.0380.0470.1280.1450.0700.1500.1850.2710.1370.0900.2990.1240.4420.1360.5260.3380.4070.0310.0000.1830.0200.3330.2150.0000.1570.3090.0240.2260.1280.1110.3620.0000.000
contrastnormalization_10.2500.1480.1040.2320.5480.3410.5600.1500.1340.0470.4400.5260.2270.0730.0990.4840.3060.2890.1690.1740.4470.5610.5900.5460.0210.2100.0090.0110.1670.0270.0690.0000.0490.1190.0180.0000.1550.1840.1460.0730.0970.0800.0710.0370.0240.1220.1360.0460.0900.1300.1610.0920.1960.1990.2710.1390.0810.2890.1230.4080.1380.5350.3330.3870.0310.0110.1270.0210.2500.2440.0000.1430.2810.0250.2260.1480.2220.3490.0000.000
contrastnormalization_20.2530.1380.1100.2530.6070.3610.5450.1310.1080.0420.4400.6320.2270.0610.0910.4550.3730.3000.1830.1790.4200.5830.5910.5510.0140.2080.0120.0000.1330.0270.0580.0000.0330.1300.0180.0000.1770.1830.1710.0710.0920.0750.0840.0250.0240.1310.1260.0460.0520.1140.1470.0610.1900.1780.2710.1570.0730.2980.1310.4220.1260.5030.3160.4060.0310.0000.1670.0250.3330.1730.0000.1500.2240.0330.2260.1480.1110.4180.0000.000
elastic_10.1910.0000.0180.0090.0000.0810.0820.0220.0080.0260.1810.2630.0450.0080.0000.0560.0870.0420.0130.0000.2010.2050.0050.0970.0000.0060.0000.0110.0000.0270.0000.0000.0000.0280.0000.0000.0000.0630.0120.0000.0000.0180.0000.0000.0000.0160.0090.0210.0000.1160.0450.0370.0250.0980.0680.0420.0020.0060.0300.0200.0150.1280.0630.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0120.0000.1130.0000.000
scaled_1p250.2720.1700.1010.2900.5950.3830.5450.1520.1550.0890.4310.5700.2730.0940.1210.5920.4930.3640.2250.2430.4750.6140.6250.6030.0210.2590.0120.0800.1910.2160.1000.0000.0820.1690.0880.0000.2020.2540.1990.0650.1140.0850.0640.0780.0240.1010.2180.0720.1460.2250.2120.1460.2370.2740.2710.1550.0870.2780.1460.3730.1120.5000.3650.4670.0620.0110.1570.0690.3330.2620.0000.2210.2910.0490.3010.1300.1110.4380.0000.000
scaled_0p750.1670.0970.0420.2100.5120.2600.5210.1120.0810.0120.3290.4740.1520.0540.0870.4080.3460.2310.1330.1690.4000.5680.4900.4620.0020.1160.0000.0000.1210.0000.0530.0000.0000.0810.0000.0000.0980.0990.0300.0220.0330.0260.0130.0250.0000.0700.1240.0150.0830.0560.0550.0540.0790.1180.1690.1180.0350.2400.0560.3820.0730.4200.3230.3180.0310.0000.0830.0110.1110.2600.0000.0760.3470.0170.1510.0620.2220.2690.0000.125
scaled_0p50.1060.0630.0190.1240.3810.2150.4540.0870.0300.0050.1830.2630.1140.0530.0370.2890.2250.1320.0880.1310.2560.3560.3440.3000.0030.0730.0000.0000.0230.0000.0080.0000.0000.0590.0000.0000.0040.0290.0060.0080.0080.0040.0000.0000.0000.0380.0600.0000.0660.0190.0150.0000.0670.1130.0850.0760.0120.1450.0350.2890.0400.2790.1120.1900.0000.0000.0100.0160.1250.1260.0000.0430.1900.0090.0750.0430.1110.1550.0000.000
scaled_(1p25, 1p0)0.2650.1550.0910.2910.6670.3430.5730.1420.1350.0680.4310.5260.2270.1170.1090.5990.4550.3420.1750.2110.4260.6360.5800.6360.0210.2020.0120.0640.1690.1080.0860.0000.0490.1520.0180.0000.1670.1960.1930.0710.1030.0790.0620.0780.0240.1280.1810.0580.1250.1970.1590.0990.2210.2670.3050.1740.0880.2720.1270.4900.1500.5300.3650.4710.0620.0000.1540.0480.3330.2730.0000.2040.3090.0440.2470.0740.0000.4280.3330.000
scaled_(0p75, 1p0)0.1960.1330.0490.1990.5910.2820.5850.1440.1070.0240.3840.5260.2420.0600.0920.4180.2910.2440.1560.1610.4110.5300.5170.4150.0080.1850.0060.0110.1060.0000.0610.0000.0160.0960.0000.0000.1230.1760.1220.0500.0830.0410.0330.0160.0000.0850.1120.0230.0800.0700.1100.0540.1000.1430.2030.1410.0540.2360.0830.3120.1110.4040.3510.3460.0310.0000.1030.0210.2920.2170.0000.1140.2600.0160.1720.1090.2220.3130.0000.125
scaled_(1p0, 1p25)0.2700.1700.1140.2860.5710.3800.5200.1560.1690.0950.4310.5790.2730.0780.1140.5330.4080.3440.2000.1890.4480.5910.6220.5500.0100.2480.0120.0210.1420.0810.0860.0000.0490.1650.0700.0000.1980.2630.1910.0640.0940.0540.0440.0490.0000.1180.1880.0520.1250.1880.1640.1160.2150.2230.2540.1670.0880.2920.1430.3170.0950.5350.3460.4820.0310.0110.1670.0370.2500.2280.0000.1930.3630.0330.2470.1480.1850.3920.0000.062
scaled_(1p0, 0p75)0.2230.1120.0780.2460.5710.3490.4860.1470.0860.0180.3680.5260.2270.1020.0890.4690.3810.2730.1880.1980.4150.6820.5100.5220.0120.0870.0060.0110.1460.0270.0670.0000.0160.1120.0000.0000.1050.1690.1000.0390.0490.0470.0560.0290.0000.0940.1250.0310.0620.1060.1340.0560.2000.1820.1860.1140.0700.2960.0890.4700.1020.5060.3330.4010.0310.0000.1590.0160.1670.2620.0000.1400.3240.0320.1720.0990.2220.3540.0000.000
translate_(0p1, 0p1)0.1970.1020.0560.2030.5830.2620.5370.1190.1050.0210.3630.4740.1970.0650.0990.4250.3680.2580.1650.2200.4210.5680.5210.4830.0070.1700.0000.0110.1350.0000.0670.0000.0160.1020.0000.0000.1460.1750.0850.0310.0460.0320.0400.0230.0120.0800.1090.0310.0520.0800.1420.0520.1580.1780.2200.1280.0580.2720.0640.3720.0910.4180.3110.3660.0310.0000.1050.0110.2500.1870.0000.1360.2960.0130.1610.1130.1110.3320.0000.000
translate_(0p1, -0p1)0.2300.1350.0770.2650.6310.2780.5410.1430.1170.0550.3940.5790.1970.0780.0900.4930.3910.3140.1810.2210.4310.6140.5470.5070.0170.2130.0080.0110.1740.0540.0780.0000.0160.1140.0530.0000.2080.2360.1200.0570.0820.0540.0600.0450.0240.1190.1490.0310.0730.1090.1720.0680.1750.2100.2370.1830.0680.2930.1200.3120.1220.4970.3500.4060.0310.0000.1540.0270.3330.2730.0000.1670.3220.0190.2040.1300.1110.3970.0000.000
translate_(-0p1, 0p1)0.2390.1060.0730.2320.5950.3590.5550.1450.1630.0290.4310.5260.1590.0780.1230.5210.3960.3260.2080.2660.4320.5910.5520.5670.0090.2060.0150.0430.1430.0540.0890.0000.0330.1360.0000.0000.1840.2380.1320.0590.1110.0650.0400.0570.0120.1110.1440.0380.1150.1260.1610.1120.2360.1950.2540.1640.0730.2810.1050.4120.0900.5350.3270.4620.0310.0000.1370.0270.3330.2520.0000.1810.2950.0320.2040.0780.2220.3790.0000.000
translate_(-0p1, -0p1)0.2700.1810.1070.2680.6230.3760.5990.1460.1550.0840.4580.6050.2730.1190.1220.6130.4700.3540.2250.2820.4620.6140.6150.5920.0410.2650.0120.0530.1840.1890.0820.0000.0820.1480.0700.0000.2040.2780.2110.0660.1100.0980.0500.0860.0060.1600.2170.0540.1460.1980.2000.1110.2960.2560.2710.1940.1020.3170.1460.4650.1540.6030.4580.4700.0780.0000.2160.0690.3330.2970.0000.2290.3360.0410.3010.1050.2220.4180.0000.000
translate_(0p1, 0)0.2220.1330.0580.2330.6270.2580.5380.1190.1240.0340.3800.4740.1520.0770.0930.4230.3460.2920.1630.2110.4170.6360.5490.5040.0160.1670.0060.0110.1290.0000.0540.0000.0160.1130.0000.0000.1400.1950.1170.0340.0760.0490.0690.0410.0300.1000.1150.0310.0800.0820.1640.0340.1560.2050.2200.1420.0640.2890.1140.3870.1120.4290.3290.4140.0310.0000.1360.0210.3330.2620.0000.1290.2840.0230.1940.1110.1110.3740.0000.000
translate_(-0p1, 0)0.2610.1710.0880.2520.6550.3490.5630.1610.1520.0660.4580.5530.2270.1080.1180.5410.4480.3380.1880.2810.4720.6360.5900.6170.0140.2470.0120.0430.1790.1080.0780.0000.0490.1440.0350.0000.1930.2560.1920.0740.1150.0930.0580.0680.0420.1590.1740.0620.1040.1930.1680.0920.2770.2220.2880.1670.0850.3140.1260.4950.1410.5640.3880.4280.0470.0000.1500.0370.3330.2830.0000.1880.3920.0280.2470.0840.2220.4130.0000.000
translate_(0, 0p1)0.2380.1130.0800.2300.5710.3610.5400.1700.1130.0290.4100.4740.2500.0730.1020.4580.3730.3210.1880.2170.4400.6140.5630.4920.0140.1530.0030.0110.1450.0270.0940.0000.0330.1020.0000.0000.1560.1700.1230.0580.0710.0540.0530.0490.0000.1020.1000.0150.1150.1160.1750.0810.1830.1960.2200.1280.0780.3230.1000.3950.0850.5100.3290.4240.0310.0000.1470.0320.2500.2170.0000.1520.2990.0170.1770.1300.2220.4130.0000.000
translate_(0, -0p1)0.2680.1780.1170.3110.6070.3650.5550.1790.1350.0790.4440.5790.2730.0910.1150.5630.4180.3430.2000.2570.4440.6820.5990.5830.0380.2670.0090.0110.1980.0810.0780.0000.0490.1290.0530.0000.2160.2390.1670.0760.1030.0740.0560.0780.0240.1560.1510.0400.1320.1840.1850.1010.2120.2320.2540.2080.0890.3120.1670.4170.1500.5540.3860.4600.0310.0000.1960.0530.4170.2310.0000.2070.3760.0290.2470.1600.1670.3870.0000.000
rotated_30.2650.1590.1080.2600.6310.3410.5310.1550.1500.0680.4400.5530.1820.0710.1030.5350.4030.3070.1940.2280.4520.5230.5900.5500.0100.2140.0180.0210.1840.0540.0990.0000.0490.1550.0180.0000.2190.2460.1780.0720.0840.0790.0570.0410.0120.1430.1450.0480.1040.1350.1590.0820.2000.2620.2710.2010.0920.2940.1700.4800.1350.5160.3780.4370.0310.0330.1490.0320.4170.3360.0000.1710.3550.0300.2260.1110.2220.4000.0000.125
rotated_50.2680.1680.1120.2680.6150.3430.5530.1540.1640.0630.4260.5530.2730.0810.0990.5490.4180.3110.2060.2330.4640.5910.5830.5830.0170.2040.0180.0210.1900.0540.0860.0000.0490.1180.0180.0000.2190.2460.1820.0740.0980.0890.0670.0360.0480.1220.1360.0500.1460.1450.1760.0880.2040.2590.2620.2220.0870.2680.1410.4670.1320.5260.3720.4390.0310.0170.1310.0430.4170.3080.0000.1620.4220.0420.2260.0910.1670.3970.0000.000
rotated_100.2740.1810.1060.2950.6270.3520.5840.1450.1450.0710.4440.5180.1590.0860.1040.5850.4330.3070.2080.2310.4350.6140.5830.5810.0170.2420.0180.0530.1690.0810.1130.0000.0490.1440.0180.0000.2250.2440.1800.0700.0920.0710.0600.0660.0300.1400.1450.0630.1220.2030.1750.0670.2210.2980.2440.2080.0830.2450.1310.4620.1290.5610.3780.4860.0310.0110.1800.0590.3330.2990.0000.1930.3090.0450.2470.0860.2220.4210.0000.000
rotated_450.2300.1190.0690.2390.4760.1280.3360.0460.0330.0260.2220.6320.0000.0210.0670.5610.4030.1780.1810.1030.2590.5230.5590.5290.0140.0660.0030.0320.0830.0950.1580.1430.0330.1220.0180.0000.1720.1530.1650.0340.0750.0560.1000.0000.0120.1010.1320.0310.2080.1840.1800.1180.1290.2410.2120.1530.0360.0260.0610.2570.0730.4810.2490.3740.0620.0560.1910.0530.0280.0620.0000.1140.1120.0390.2370.0000.1110.2690.0000.062
rotated_600.1940.1020.0290.1560.4290.0580.2180.0290.0150.0110.1530.6580.0000.0080.0770.4750.3660.1140.0870.0540.1930.4770.5140.5110.0170.0450.0120.0000.0890.0950.1170.0480.0160.0720.0000.0190.1050.1430.1340.0180.0240.0320.0640.0080.0000.0890.1730.0350.1040.1840.1680.1170.1250.2830.2200.1110.0180.0000.0710.0900.0510.4230.2110.2600.0620.0330.1050.0800.0000.0230.0000.0640.1010.0340.2040.0000.0000.2310.0000.062
rotated_900.1390.0810.0030.1200.1430.0930.2550.0250.0080.0000.2220.4740.0000.0000.0530.4080.1570.1090.0440.0510.1180.4020.4220.4530.0070.0370.0000.0000.0820.0680.0360.0000.0000.1110.0000.0000.0390.0360.0980.0060.0170.0040.0200.0120.0120.0680.1470.0380.0730.1810.1230.0730.1500.2010.1190.0350.0130.0060.0300.1400.0260.2980.1770.0770.0000.0110.0390.0340.0000.0230.0000.0290.0540.0070.1720.0000.1110.2280.0000.062
flipH0.2510.1530.1160.2510.6510.3480.5570.1550.1150.0580.4650.5260.1930.0790.1200.4770.4150.3410.1940.2520.4940.5910.5490.6220.0050.2450.0190.0210.1510.0540.0620.0000.0490.1390.0530.0190.1240.1920.1260.0740.0960.0810.0470.0450.0000.1390.1580.0510.1150.1430.1300.0910.1540.2040.2540.1600.0890.2890.1520.4280.1350.4870.4750.3860.0100.0000.1410.0590.2920.2440.0000.1790.3230.0320.2150.0930.3330.4080.0000.062
flipV0.1590.1000.0100.1200.4640.2000.4270.0070.0080.0210.3060.5790.0910.0300.0920.4440.1640.1320.0000.0290.2050.1820.5000.4540.0210.0730.0000.0110.0620.0810.0720.0000.0160.1110.0000.0000.0390.1190.1080.0140.0330.0210.0600.0120.0240.0780.1810.0540.0730.1380.1700.0550.0750.3220.1190.0620.0120.0000.0200.1000.0540.2980.2500.1360.0940.0110.1180.0390.2080.0810.0000.0570.2430.0150.1940.0620.1110.2000.0000.062
dropout0.2370.0880.0620.2030.3850.2770.4440.1490.0830.0580.3890.5260.1360.0650.0220.1950.1800.2170.0750.1060.2930.3640.4900.4890.0000.1330.0060.0110.0890.0000.0330.0000.0000.0670.0180.0000.1020.0990.0370.0250.0370.0250.0530.0330.0060.0870.0780.0000.0000.0510.1200.0310.0370.0260.1020.0760.0410.0800.0450.1700.0840.3590.1860.2730.0310.0000.1180.0110.1670.1090.0000.0570.0000.0030.1400.0650.0000.1190.0000.000
Recall for model retinanet_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2560.1700.1110.2650.5600.3540.5690.1850.1350.0700.4290.4130.3280.1150.1430.4920.4430.3310.2570.2390.4750.6530.4950.5730.0310.2200.0130.0080.1940.0430.0840.0290.0190.1630.0680.0140.1700.1180.1510.0680.0780.0920.1140.0420.0300.1330.1440.1030.2160.1070.1560.0800.1240.2200.1930.1370.0890.2510.1570.3870.1240.5440.3540.3410.0380.0350.1760.0570.2360.3030.0000.1760.4200.0250.1870.1190.2220.4320.0450.035
gaussianblur_10.2590.1190.1140.2790.6310.3280.5890.1820.1200.0580.4170.5790.2270.0960.0950.4980.3760.3030.1880.2240.4570.5080.5810.5420.0270.2190.0080.0110.1850.0270.0970.0000.0330.1410.0180.0000.1680.1920.1860.0650.0860.0940.0770.0370.0060.1250.1470.0690.1150.1670.1260.0810.1460.2090.2710.1740.0910.2910.1300.3980.1180.5900.3520.4520.0310.0110.1960.0370.2920.2090.0000.1540.3950.0290.2150.1170.2220.3460.0000.000
gaussianblur_100.0890.0000.0080.0000.0480.0170.0730.0070.0000.0000.1530.0530.0450.0000.0150.0700.0150.0130.0000.0050.0420.0450.0100.0330.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0030.0000.0040.0000.0000.0000.0320.0400.0230.0000.0560.0000.0160.0250.0510.0850.0280.0000.0000.0000.0000.0160.0580.1080.0270.0000.0000.0000.0000.0830.0000.0000.0140.0000.0000.0000.0000.0000.0080.0000.000
gaussianblur_200.0200.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0050.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.1970.0000.0370.1200.3210.2070.3820.1340.0450.0370.2920.4740.0910.0470.0250.2320.2190.1450.0940.0440.2290.1820.2190.2750.0000.0770.0000.0000.0520.0270.0000.0000.0000.1000.0000.0000.0000.0190.0370.0140.0210.0320.0000.0040.0000.0550.0590.0460.0620.1160.1030.0630.1130.1500.1860.1530.0200.0780.0400.1000.0590.3850.2620.1360.0310.0000.1080.0110.1250.0780.0000.1000.2610.0000.1180.0090.0000.2180.0000.000
superpixels_0p50.1030.0100.0110.0260.1430.0350.1820.0290.0230.0160.1530.4740.0450.0080.0100.0850.0600.0660.0000.0000.0310.0000.0570.0500.0000.0490.0000.0000.0000.0000.0000.0000.0000.0440.0000.0000.0000.0000.0000.0030.0080.0110.0000.0080.0000.0150.0090.0150.0070.0360.0480.0650.0000.0470.1100.1110.0050.0320.0000.0200.0050.1150.1900.0000.0160.0000.0200.0000.0830.0230.0000.0000.1490.0000.0860.0120.0000.0620.0000.000
superpixels_0p850.0250.0000.0010.0000.0480.0000.0180.0070.0000.0110.0280.3860.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0210.0000.0000.0120.0000.0000.0000.0000.0000.0000.0000.0220.0000.0000.0000.0000.0120.0020.0000.0110.0000.0000.0000.0000.0000.0000.0000.0140.0000.0080.0000.0000.0340.0230.0000.0000.0300.0000.0000.0000.0700.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0120.0000.0000.0000.000
colorspace_250.2420.1710.1030.2800.6190.3550.5930.1480.1310.0370.3890.5260.3180.0940.0980.4840.3610.3120.1950.1720.4520.5980.5690.4500.0340.2400.0150.0130.1600.0270.1060.0000.0330.1650.0000.0000.1840.2040.1420.0660.1020.0730.0800.0250.0120.1130.1110.0460.0210.0360.1030.0000.0750.0610.0930.1530.0930.2610.1300.4070.1130.5160.3470.4330.0310.0110.1860.0270.2920.2890.0000.1520.3500.0290.2130.1400.2220.3380.0000.000
colorspace_500.2360.1350.0940.2680.5710.3550.5660.1640.1560.0420.3610.5260.2730.0940.0800.5050.3280.2970.1880.1630.4230.6590.5690.4330.0270.2400.0060.0000.1890.0270.0860.0000.0160.1760.0180.0000.1520.1770.1500.0600.0860.0790.0800.0370.0120.1130.0880.0310.0210.0220.0510.0000.0000.0050.1020.1530.0860.2410.1000.4270.1210.5350.3570.4640.0310.0110.1860.0270.2920.2510.0000.1500.3490.0290.2250.1440.2220.3440.0000.000
averageblur_5_110.2390.0950.0930.2160.4840.3550.5810.1590.0840.0450.4030.5790.1820.0790.0760.4230.2910.2950.1630.1440.4190.4550.5420.4670.0070.1710.0060.0110.1160.0270.0580.0000.0000.0910.0000.0000.1410.1290.1460.0510.0440.0650.0670.0120.0060.1190.1200.0620.1250.1350.1280.0570.1150.2090.2370.1250.0700.1880.0710.3870.1330.5510.3020.4020.0310.0000.1050.0320.2500.1240.0000.1290.2980.0170.1830.0770.2220.3100.0000.000
medianblur_10.2450.0680.0820.2450.4720.2930.4540.1460.0900.0530.4030.5790.1820.0540.0780.4200.3580.2460.1710.2510.4010.5680.5030.4830.0170.1990.0000.0210.0760.0270.0560.0000.0330.1220.0180.0000.1430.1250.1300.0450.0870.0640.0600.0370.0180.1270.1100.0540.1250.1670.1100.0790.1500.1990.2030.1530.0790.2060.0810.3600.1130.5190.2760.3470.0310.0330.1720.0320.2920.1510.0000.1110.2860.0130.2150.0930.1110.3460.0000.000
sharpen_00.2470.1350.0910.2490.5240.3760.5480.1930.1090.0530.4120.5260.2880.0810.0700.4650.3510.2990.1690.2060.4250.5680.5800.5610.0270.1920.0150.0000.1580.0270.0640.0000.0330.1130.0000.0000.1940.1880.1650.0510.1040.0700.0890.0290.0000.1040.0900.0460.0690.1840.1200.0560.1310.1560.2200.1340.0930.2970.1260.4200.1220.5190.3270.4320.0310.0110.1180.0320.2500.2380.0000.1180.3180.0210.2260.1030.0560.3460.0000.000
sharpen_10.2530.1380.0980.2780.5670.3710.5670.1550.1240.0470.3840.5260.2950.0850.0810.4720.3930.3180.1750.1640.4340.5680.5800.5310.0210.2240.0180.0000.1530.0270.1000.0000.0330.1410.0000.0000.1640.1870.1740.0510.1190.0640.0830.0330.0120.0980.0800.0460.1110.1840.1400.0440.0850.1370.1860.1250.0980.2920.1130.3880.1160.5220.2940.4420.0310.0220.1240.0320.2500.2030.0000.1100.3050.0240.2260.1170.2220.3820.0000.000
sharpen_20.2500.1400.1010.2610.6070.3760.5430.1650.1280.0470.4400.5260.3180.0930.0940.4200.3960.3190.1690.1660.4460.6590.5690.5470.0270.2270.0120.0000.1420.0270.0640.0000.0160.1300.0000.0000.1790.1750.1650.0450.0890.0810.0770.0230.0120.1030.1200.0540.1460.1810.1310.0650.1180.1510.1690.1500.1020.3210.1220.3480.1220.5580.2640.4130.0310.0110.1440.0320.2500.1620.0000.1450.3090.0210.2150.1150.1670.3310.0000.000
addintensity_-800.2290.1130.0840.2420.6070.3510.5140.1200.0900.0320.4310.4740.1820.0600.0900.4340.3130.3140.1690.1880.3780.4550.5230.5140.0030.2340.0060.0110.0780.0270.0360.0000.0330.1360.0180.0000.1550.1750.1590.0460.0540.0630.0710.0290.0120.1450.1380.0620.0690.0720.1280.0440.2000.2060.2370.1320.0580.1840.0690.4370.1010.4780.3000.3610.0310.0110.1730.0320.2500.1670.0000.1570.2840.0240.1720.0740.1480.3540.0000.000
addintensity_800.2540.1330.1030.2530.5630.3510.5610.1530.1200.0530.4440.5790.3180.0810.1010.4880.3960.3350.1750.2040.4620.6140.5810.5310.0210.1840.0090.0110.1480.0270.0530.0000.0000.1260.0000.0000.1680.2030.1380.0520.1120.0820.0830.0330.0480.1240.1450.0690.1250.1810.1370.0590.1670.2150.2200.1710.0860.2530.1080.4510.1050.5380.3710.4380.0310.0220.1670.0210.3330.2030.0000.1450.3810.0350.2370.1110.1670.3270.0000.000
elementrandomintensity_10.2210.0460.0830.2000.2600.1930.3910.1190.0380.0370.3330.5260.1360.0580.0410.3030.3230.2140.1630.1460.1420.5450.5120.4420.0000.1880.0060.0110.0780.0000.0420.0000.0000.1240.0000.0000.0490.1110.0910.0100.0420.0350.0400.0080.0000.0560.0240.0080.0520.0120.0820.0040.0620.1210.1020.0690.0210.1230.0050.0570.0720.3370.1460.1240.0310.0000.0000.0000.0830.0080.0000.0640.0950.0000.0650.0530.0000.3920.0000.000
multiplyintensity_0p250.2360.1190.0920.2530.5480.3740.5140.1420.0600.0370.4310.5260.1360.0540.0800.4860.3730.3170.1750.1940.4060.5230.5690.5310.0210.1890.0060.0000.1070.0270.0280.0000.0160.1240.0180.0000.1250.1590.1590.0390.0790.0490.0640.0250.0000.0970.0790.0230.0210.0940.1140.0160.1330.2100.1950.0970.0660.2320.1140.3600.0780.5290.3210.4280.0310.0220.1860.0110.2920.2400.0000.1430.2580.0240.2040.0740.1670.3310.0000.000
multiplyintensity_20.2590.1540.1040.2640.5420.3580.5360.1620.1280.0530.3890.5260.3070.0760.0900.5540.3880.2960.1630.1900.4600.5910.6020.4890.0270.1580.0090.0000.1310.0270.0720.0000.0160.1150.0000.0000.1860.1430.1260.0560.0870.0680.0710.0410.0000.0820.1100.0770.1770.1040.1270.0260.1700.2370.2030.1390.0930.2880.1000.3420.1090.4810.3480.4310.0310.0220.0950.0270.1670.1960.0000.1120.3810.0280.2370.1280.2220.3260.0000.000
contrastnormalization_00.2510.1110.1060.2220.5950.3630.5870.1660.1320.0530.4440.5260.2730.0900.1030.4550.3810.3040.2000.2110.4540.5300.5600.4830.0340.2420.0090.0110.1400.0270.0670.0000.0160.1520.0180.0000.1690.2030.1380.0610.0850.0750.0900.0250.0360.1160.1460.0380.0260.1640.1440.0460.1380.1960.2200.1740.0940.2900.1330.4400.1120.5380.3500.4140.0310.0110.2090.0270.3330.2420.0000.1690.3810.0360.2260.1090.1110.3560.0000.000
contrastnormalization_10.2510.1110.0990.2430.5950.3470.5790.1600.1240.0630.4120.5260.2270.0830.1030.4770.3810.2940.1880.2170.4670.5910.5810.5280.0270.2110.0090.0110.1350.0270.0810.0000.0330.1740.0090.0000.1360.2120.1860.0590.0960.0870.0770.0440.0120.1360.1390.0720.1150.1590.1600.0600.1400.2130.2710.1880.0970.2510.1080.4220.1260.5580.3180.4400.0310.0110.1540.0210.3330.2710.0000.1600.3270.0400.2260.1300.1670.3310.0000.000
contrastnormalization_20.2480.1400.1050.2640.6310.3620.5420.1660.1170.0420.3980.5790.2730.0900.1000.4860.4130.2990.2000.2170.4460.7050.5750.5670.0210.2280.0090.0000.1390.0270.0860.0000.0330.1580.0000.0000.1860.2000.1740.0590.0910.0820.0630.0270.0060.1210.1420.0720.0990.1520.1610.0730.1600.1930.2710.1810.0890.3130.1080.4020.1100.5480.3540.4150.0310.0110.1440.0210.2920.1980.0000.1610.3500.0370.2200.1090.1670.3620.0000.000
elastic_10.1810.0000.0400.0040.0480.0470.1330.0520.0080.0210.3060.4210.0450.0370.0150.2680.2240.1270.0500.0100.2260.5000.0570.2140.0000.0670.0000.0110.0000.0270.0000.0000.0000.0280.0000.0000.0000.0830.0370.0060.0080.0210.0000.0000.0000.0190.0430.0310.0000.1520.0390.0360.0500.1680.1020.0140.0030.0450.0130.0900.0320.1060.0440.0400.0000.0000.0000.0000.0000.0000.0000.0140.0000.0000.0000.0490.1110.2000.0000.000
scaled_1p250.2740.1450.1010.2840.6270.3940.5120.1450.1790.0840.4170.6320.3180.1150.1330.6060.4630.3760.2250.2680.4830.6820.5990.6370.0380.2870.0180.0740.2170.2160.0980.0000.0740.2000.0700.0000.1770.2500.2130.0620.1330.0830.0510.0790.0220.1340.2090.0730.1670.1920.2530.1350.2660.3130.2200.2200.1010.2500.1090.4100.1210.5510.3760.4580.0470.0110.2090.0980.3330.2670.0000.2150.3460.0440.3230.1170.1110.3620.0000.000
scaled_0p750.1670.0670.0400.2200.4760.2450.5190.1190.0740.0180.3750.4740.1970.0800.0900.3800.3660.2320.1210.1680.4090.6520.4790.4450.0020.1390.0060.0000.1150.0000.0420.0000.0000.0850.0000.0000.1000.1090.0350.0230.0330.0300.0070.0160.0120.0710.1160.0440.0890.0650.0650.0620.1000.1140.1690.1110.0430.2220.0610.3590.0630.4200.2870.3050.0310.0110.0920.0160.1110.2110.0000.0670.3440.0230.1510.0560.1480.2420.0000.000
scaled_0p50.1070.0540.0190.1420.3450.2190.4260.0870.0230.0030.2150.2630.1060.0580.0330.3150.2230.1640.0920.1190.2450.4090.3230.3220.0000.1060.0000.0000.0400.0000.0330.0000.0000.0580.0000.0000.0080.0770.0060.0080.0080.0070.0000.0030.0000.0340.0590.0080.0620.0190.0330.0080.0420.1080.0680.1000.0110.1210.0350.2820.0440.2790.1430.1840.0000.0000.0100.0210.1250.1340.0000.0480.2190.0080.0700.0310.1110.1720.0000.000
scaled_(1p25, 1p0)0.2640.1600.0870.2860.6310.3580.5430.1480.1500.0740.4440.5790.3180.1280.1140.6500.4350.3570.2060.2300.4470.6440.5830.6360.0380.2120.0150.0320.1810.1080.0810.0000.0490.2080.0180.0000.1510.1900.1310.0600.1110.0910.0630.0660.0360.1140.1810.0580.1560.1960.1910.0970.2420.2680.2540.2080.0930.2680.1190.5070.1370.5420.3670.4780.0470.0110.1410.0430.3330.3140.0000.2210.3770.0400.2580.0800.1110.3440.0000.000
scaled_(0p75, 1p0)0.1970.1050.0500.2340.6030.2780.5620.1500.1280.0210.3840.5260.2420.0770.0980.3700.3530.2660.1400.1640.4100.5230.5170.4150.0100.1960.0060.0110.1140.0000.0720.0000.0160.1240.0000.0000.1480.1610.1200.0420.0790.0470.0360.0410.0120.1000.1310.0310.0940.0850.1030.0470.1290.1550.2030.1320.0530.2670.0930.3570.0840.4260.3840.3670.0310.0000.1190.0320.2500.2210.0000.1260.3140.0200.1720.0860.1670.2620.0000.125
scaled_(1p0, 1p25)0.2670.1700.1150.2760.6070.3790.5510.1520.1510.0920.4310.5530.2730.0720.1240.5520.4250.3420.1920.1950.4380.7050.6010.5830.0230.2570.0200.0210.2110.0810.0920.0000.0490.1900.0530.0000.1990.2580.1990.0630.1080.0800.0800.0610.0300.1250.1850.0420.1530.1710.1850.0990.1920.2480.2370.2360.0960.2500.1340.3200.1010.5510.3590.4730.0310.0110.1830.0780.2920.2810.0000.1710.3590.0370.2260.1420.1670.3620.0000.062
scaled_(1p0, 0p75)0.2170.1170.0810.2370.5830.3020.5040.1380.0750.0210.3700.5260.2270.1020.1010.4680.3860.2960.1770.2250.4510.6590.5310.4890.0160.1510.0060.0000.1510.0270.0610.0000.0160.1080.0000.0000.1090.1490.0980.0340.0670.0490.0840.0330.0240.1080.1260.0380.1320.1060.1300.0440.1880.1870.1860.1340.0720.3280.0840.4730.0960.5260.2960.4010.0310.0110.1750.0160.2500.2270.0000.1710.3790.0310.1670.1130.1670.2970.0000.000
translate_(0p1, 0p1)0.1970.0750.0510.2180.6070.2590.5000.1220.0900.0180.3660.4740.2420.0780.0960.4120.3760.2750.1880.1780.4190.6360.5540.4710.0000.1790.0060.0110.1310.0270.0640.0000.0160.1260.0000.0000.1230.1730.0890.0270.0540.0300.0530.0290.0120.0790.1170.0310.0940.0700.1340.0470.1280.1810.2200.1210.0610.2830.0530.3570.0670.4470.3180.3120.0310.0170.0990.0210.2500.2740.0000.1130.3660.0150.1610.1050.1110.3080.0000.000
translate_(0p1, -0p1)0.2320.1330.0790.2750.5630.3050.5400.1570.1290.0550.4100.5530.2420.0860.1100.4750.3930.2940.2080.1870.4400.6360.5780.5120.0180.2450.0140.0110.1940.0540.0860.0000.0160.1440.0350.0000.1690.2140.1310.0470.0900.0590.0800.0490.0180.1200.1360.0380.1600.1380.1660.0650.1670.2490.2200.1850.0870.2770.1220.3950.1010.5610.3280.4220.0310.0220.1660.0320.3330.3180.0000.1640.4040.0160.2040.0800.1110.3460.0000.000
translate_(-0p1, 0p1)0.2370.1060.0720.2310.6070.3390.5530.1460.1220.0320.4170.5260.2050.0910.1310.5120.3660.3130.2000.2130.4500.6820.5940.5690.0070.2000.0120.0430.1730.0540.0860.0000.0410.1990.0000.0000.1760.2100.1260.0500.1080.0500.0470.0510.0180.1200.1310.0690.1670.1550.1790.0930.2120.1790.2370.2360.0620.2390.1090.4120.0980.5830.3260.4370.0310.0110.1230.0320.3330.2790.0000.1810.3620.0380.1940.0840.1670.3770.0000.000
translate_(-0p1, -0p1)0.2690.1450.1070.2800.6190.4090.5560.1560.1700.0790.4310.5920.2950.1320.1330.6460.5070.3780.2310.2590.4730.7270.6250.6000.0380.3200.0090.0640.2030.2160.1170.0000.0740.2150.0700.0190.2030.2560.1960.0670.1210.1000.0690.0940.0420.1480.1680.0690.1980.2130.1910.1030.2830.2930.2200.2570.0980.2630.1430.4550.1360.6470.4010.4990.0470.0110.2160.0690.3330.2810.0000.2480.3890.0400.3010.0990.2220.4050.0000.000
translate_(0p1, 0)0.2170.1240.0590.2490.5830.2760.5360.1430.1280.0390.3660.4740.2420.0720.0960.4030.3830.3030.1690.2030.4570.6820.5800.5080.0080.1780.0120.0110.1410.0270.0720.0000.0160.1460.0000.0000.1630.1640.1170.0330.0890.0610.0930.0410.0120.1130.1070.0310.1350.0990.1350.0470.1600.1960.2200.1500.0740.2600.1180.4020.1020.5000.3440.4300.0310.0110.1520.0270.3330.2640.0000.1210.3820.0200.1880.1110.1110.3590.0000.000
translate_(-0p1, 0)0.2590.1630.0860.2600.6070.3800.5680.1520.1880.0680.4440.5790.3180.1460.1110.5540.4100.3530.1980.2770.4800.7050.6010.6190.0410.2400.0120.0430.1860.1080.0640.0000.0410.1940.0180.0000.2010.2380.1490.0630.1140.0950.0700.0770.0180.1480.1720.0620.1980.1790.1780.1160.2540.2590.2540.2360.0860.2780.1440.4430.1230.6270.4010.4830.0470.0110.1800.0430.3330.2930.0000.1900.3810.0350.2420.0930.1670.3850.0000.000
translate_(0, 0p1)0.2320.1220.0840.2400.5950.3220.5410.1470.1390.0320.4120.4740.2730.0950.1110.4460.3630.3110.1940.2250.4740.6360.5690.5220.0140.1790.0060.0110.1390.0270.0680.0000.0330.1580.0000.0000.1410.1790.1320.0550.0830.0680.0730.0440.0240.1090.1470.0280.1770.0940.1540.0770.1420.1810.2540.1630.0740.2650.0830.3670.0850.5510.3280.4220.0310.0330.1700.0320.2500.2520.0000.1450.3900.0320.1830.1150.1670.3920.0000.000
translate_(0, -0p1)0.2680.1760.1230.3090.5990.3700.5530.1730.1700.0790.4440.5260.3180.1180.1290.5350.4330.3300.2120.2040.4860.7270.6040.5670.0530.2630.0090.0110.2080.0810.0860.0000.0490.1810.0530.0000.2150.2500.1930.0690.0990.0850.0900.0660.0540.1610.1420.0690.2050.1840.1890.0830.1900.2660.2200.2360.0990.2960.1640.4150.1270.6090.3700.4310.0310.0220.1780.0740.4170.2670.0000.2540.4180.0310.2440.1110.1670.3770.0000.000
rotated_30.2620.1510.1200.2790.6070.3280.5410.1780.1450.0680.4400.5260.2270.0970.0980.5060.4180.3040.2000.2280.4570.6440.5900.5310.0480.2160.0150.0210.1800.0540.0920.0000.0660.1660.0180.0000.2250.2270.1740.0630.1060.0980.0700.0560.0360.1420.1350.0690.1670.1670.1990.0780.1750.2600.2880.2150.0970.3080.1470.4630.1370.5990.3820.4680.0310.0220.1470.0320.3750.2430.0000.1570.4460.0350.2260.1450.2220.4000.0000.125
rotated_50.2650.1490.1200.3030.6510.3540.5350.1700.1350.0680.4580.5180.2270.1190.1140.5630.4100.2900.2150.2300.4700.6360.5830.5470.0340.1800.0150.0430.1900.0540.0780.0000.0490.1560.0180.0000.2110.2040.1790.0670.0930.0880.0970.0530.0240.1420.1550.0550.1610.1810.1620.0850.2030.2880.2630.2150.0890.3030.1480.4100.1400.6090.3670.4380.0310.0220.2340.0590.3750.3080.0000.1750.4080.0430.2260.1150.1670.3380.0000.000
rotated_100.2710.1490.1150.2960.5830.3360.5650.1740.1300.0840.4440.5260.1970.0900.1100.5920.4080.2930.2030.2300.4450.6360.5690.5690.0240.2300.0150.0690.1870.0810.0720.0000.0490.1810.0180.0000.2190.1850.1620.0680.1320.0880.0870.0610.0540.1390.1700.0630.1890.2100.1970.0750.1830.3260.2590.2570.0960.2610.1020.4580.1450.5800.3710.4480.0620.0330.2160.0690.3750.2540.0000.2070.3650.0530.2690.0860.1480.3970.0000.125
rotated_450.2380.1400.0770.2210.5240.1380.2730.0950.0150.0420.3330.6050.0450.0300.0930.5700.4530.2190.1630.1270.3620.5910.6040.5860.0140.1270.0090.0640.1350.0680.2100.1900.0490.1060.0000.0190.1880.2160.1540.0360.0420.0540.1270.0200.0480.1100.1540.0500.1700.2140.1950.0830.1630.2830.2200.1810.0300.0130.0660.2100.0590.5190.2450.3740.0620.0390.1380.0940.0830.0580.0000.1210.1250.0440.2420.0000.1110.2870.0000.042
rotated_600.2000.1100.0300.1700.4760.0870.2270.0670.0150.0210.2220.6320.0000.0130.0770.4340.4080.1210.0750.0640.2660.5000.5100.4850.0000.0630.0060.0210.0990.0810.0830.0950.0330.1110.0350.0000.1150.1110.1400.0170.0250.0300.1130.0160.0360.1030.1520.0480.2260.2180.1760.1120.1250.3130.2290.1460.0140.0000.0610.1300.0470.5100.1970.2680.0620.0670.1240.1010.0000.0470.0000.0500.0580.0270.2110.0000.0000.2540.0000.083
rotated_900.1490.1270.0010.1300.2140.0810.2300.0250.0080.0050.3060.4210.0000.0030.0750.4510.1940.0770.0440.0800.2150.4770.4270.4190.0070.0490.0060.0050.1040.0810.0280.0000.0160.1000.0000.0190.0470.0950.1040.0080.0080.0110.0330.0080.0240.0730.1470.0460.0940.1960.1470.0440.1000.2340.1690.0620.0090.0060.0510.1400.0280.4040.1810.0300.0310.0170.0490.0410.0000.0230.0000.0210.0680.0050.1720.0000.1110.2310.0000.125
flipH0.2480.1340.1100.2590.6270.3620.5530.1650.1420.0530.4630.5260.2390.1420.1270.5070.4250.3210.2370.2240.4900.6820.5310.6070.0140.2390.0250.0210.1710.0810.0780.0000.0660.1670.0700.0190.1340.2160.1160.0630.0790.1080.0870.0610.0240.1520.1700.0590.2190.1570.1360.0660.1630.2060.2370.1530.1030.3130.1410.3890.1370.5290.4970.3900.0310.0330.1720.0590.2920.2130.0000.2060.3810.0290.2470.1010.2220.3730.0000.000
flipV0.1560.0620.0180.1070.5000.2210.4550.0110.0150.0260.3330.5260.0910.0300.0850.3940.1570.0990.0130.0290.1820.1820.4950.4140.0170.0790.0000.0430.0890.1080.0560.0480.0330.1370.0000.0000.0620.1130.1160.0210.0420.0140.0730.0160.0150.0750.1540.0590.0940.1090.1580.0560.0750.2730.1190.0560.0090.0130.0200.1000.0420.2690.2150.1430.0620.0220.1370.0370.1670.1280.0000.0500.2790.0200.1830.0290.1110.2510.0000.000
dropout0.2320.0980.0830.2310.3020.2250.4300.1490.0680.0420.4170.5000.0910.0490.0410.2390.2310.2200.1190.1240.2930.4320.5330.5220.0000.2080.0060.0110.1040.0000.0720.0000.0000.1150.0090.0000.0860.0860.1160.0300.0330.0490.0530.0410.0000.0970.0780.0310.0210.0850.1340.0440.1130.1310.1020.0620.0600.1390.0560.3330.1100.2500.1520.2070.0310.0000.1050.0000.0830.0660.0000.0430.0410.0030.1400.0740.1110.2230.0000.000
Recall for model retinanet_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.2570.1640.1100.2650.5900.3530.5550.1990.1380.0670.4270.4130.3110.1330.1450.4890.4400.3350.2820.2540.4910.6600.4990.5800.0360.2400.0200.0010.1910.0480.0790.0340.0230.1770.0580.0300.1760.1150.1440.0810.0790.0910.1380.0610.0550.1340.1690.1150.2340.0940.1740.0710.1440.2440.2030.1460.1040.2520.1680.3710.1300.5150.3800.3540.0330.0460.1930.0690.2910.3050.0000.1880.4100.0320.1870.1190.2360.4390.0000.070
gaussianblur_10.2570.1500.1110.3040.6670.3600.5430.1730.1320.0530.3980.5530.2270.1120.1000.4910.4480.3350.1850.2610.4590.6360.5800.5390.0210.2040.0180.0000.1440.0270.0700.0000.0490.1280.0180.0000.1880.2180.1750.0660.1150.0930.1180.0570.0120.1290.1360.0870.1110.1690.1750.1020.1520.2100.2370.1600.1190.3030.1570.4680.1330.5420.3670.4330.0310.0330.1830.0430.3330.2950.0000.1550.3910.0330.2100.0860.2220.3600.0000.125
gaussianblur_100.1060.0000.0090.0090.0240.0470.0180.0070.0000.0160.0280.1840.0000.0000.0000.0630.0300.0200.0000.0000.0780.0680.0000.0170.0000.0000.0000.0000.0000.0000.0000.0000.0000.0110.0000.0000.0000.0000.0000.0030.0000.0110.0000.0000.0000.0170.0070.0000.0000.1300.0070.0080.0130.0750.0510.0280.0000.0000.0000.0600.0120.0130.0570.0330.0000.0000.0000.0000.0830.0000.0000.0000.0000.0000.0000.0000.0000.0150.0000.000
gaussianblur_200.0280.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
superpixels_0p10.2020.0190.0390.0960.2380.2380.3910.1100.0300.0320.3610.5000.1360.0590.0400.3730.2490.1320.0790.0490.2360.3790.2520.2670.0000.1180.0000.0110.0490.0000.0000.0000.0160.0670.0000.0000.0310.0420.0650.0170.0080.0390.0270.0160.0000.0400.0650.0380.0100.1160.1400.0560.0560.1540.1720.1630.0280.1040.0400.1100.0620.4520.2510.1640.0000.0000.1180.0210.1670.1400.0000.0710.2970.0000.1290.0430.1110.1860.0000.000
superpixels_0p50.1040.0000.0130.0200.1310.0520.1640.0320.0150.0210.1670.5000.0450.0040.0200.0700.0300.0130.0060.0100.0230.0910.0210.0250.0000.0610.0000.0110.0100.0000.0000.0000.0000.0330.0000.0000.0000.0000.0120.0080.0000.0110.0130.0000.0000.0070.0130.0150.0000.0170.0410.0400.0500.0190.0510.0690.0040.0130.0100.0200.0040.1730.2340.0130.0000.0000.0000.0000.0830.0230.0000.0000.1220.0000.0750.0120.0000.0620.0000.000
superpixels_0p850.0220.0000.0020.0000.0000.0000.0360.0070.0000.0110.0560.4740.0000.0000.0050.0000.0000.0000.0000.0000.0000.0000.0100.0000.0000.0300.0000.0000.0000.0000.0000.0000.0000.0280.0000.0000.0000.0120.0120.0030.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0140.0000.0000.0000.0000.0070.0000.0000.0200.0000.0000.0100.0890.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
colorspace_250.2380.1570.1140.2700.6350.3820.6080.1480.1500.0420.3840.5790.2730.1540.0920.4390.3980.3230.1940.2120.4880.6820.6120.5080.0510.1970.0150.0130.1600.0270.0780.0000.0330.1690.0000.0000.2010.1870.1750.0800.1130.0840.1070.0250.0480.1200.1250.0920.0210.0580.1270.0000.0750.0560.1020.1250.0990.2560.1110.4670.1190.5510.3060.4660.0310.0110.2030.0320.3330.3240.0000.1670.3090.0340.2360.1360.2220.4050.0000.062
colorspace_500.2350.1570.1160.2830.6350.3730.6140.1790.1400.0530.3840.5260.2500.1390.0940.4550.3760.3280.1810.2090.4670.5830.5860.4920.0470.2090.0210.0130.1530.0270.0780.0000.0330.1740.0000.0000.2010.1710.1460.0730.0790.0860.0870.0250.0240.1160.0470.0460.0210.0430.0960.0000.0000.0370.1190.1530.0990.2460.1370.5000.1180.5640.3610.4640.0310.0000.1630.0370.3330.3160.0000.1510.3130.0320.2130.1230.2220.3440.0000.125
averageblur_5_110.2440.1100.0900.2190.5080.3780.5030.1530.1020.0420.4310.5790.1820.0750.0900.4930.3360.2940.1500.1730.3860.5450.5520.4670.0000.1430.0120.0000.1250.0270.0420.0000.0330.0800.0000.0000.1070.1610.1460.0480.0580.0810.0930.0160.0120.0900.1110.0770.1420.1140.1610.0580.1270.1990.2030.1390.0710.1820.0640.3250.1280.4870.2760.4000.0310.0110.0880.0270.3330.1940.0000.1500.2520.0190.1770.0930.2220.2620.0000.125
medianblur_10.2480.0980.0780.2530.4520.3240.4900.1300.0490.0420.4310.5790.2500.0810.0920.4580.3660.2540.1560.2470.3990.6140.5620.4580.0100.1760.0060.0000.0940.0270.0460.0000.0660.1390.0000.0190.1520.1730.1280.0510.0730.0740.0930.0450.0120.1080.0960.0850.1010.1230.1190.0900.1500.1850.2120.1480.0710.2060.0760.3620.1390.6060.3010.3890.0310.0110.1140.0320.3330.1980.0000.1260.3670.0120.2150.0800.0000.3290.0000.125
sharpen_00.2480.1220.1040.2330.5670.3790.5850.1650.1410.0530.4170.5790.3180.1240.0700.4410.4200.2870.1810.2110.4650.4850.5810.5010.0410.1570.0180.0210.1730.0270.1030.0000.0330.1520.0180.0190.1930.1960.1430.0690.1130.0750.0840.0370.0240.0880.1310.0230.0900.2130.1550.0510.1690.1880.2290.1180.1080.3370.1140.4510.1260.5190.3150.4700.0310.0110.1180.0370.2500.2480.0000.1430.3290.0320.2260.1030.2220.3360.0000.000
sharpen_10.2500.1510.1090.2590.4760.3730.5880.1620.1450.0470.3980.5790.3180.1260.0910.4240.4080.2880.1650.1800.4310.4770.5800.5000.0340.1710.0180.0000.1750.0270.0900.0000.0330.1300.0180.0190.1760.2100.1480.0670.1180.0720.1030.0330.0360.0940.1190.0480.1110.1780.1690.0540.1650.1360.2460.1320.0980.3180.1150.4320.1210.5610.2820.4300.0310.0220.1630.0320.2920.2930.0000.1580.3410.0210.2260.0860.2220.3580.0000.083
sharpen_20.2500.1240.1110.2420.5830.3590.5720.1460.1440.0580.4030.5790.2730.1190.0870.4410.4300.2890.1810.1900.4770.5230.5910.5390.0340.1720.0150.0000.1750.0270.0770.0000.0490.1300.0000.0190.1800.1790.1980.0670.1000.0860.0870.0290.0240.0940.1620.0420.1110.1980.1750.0590.1130.1680.2370.1460.1010.3280.1110.3920.1240.4970.2960.4820.0310.0220.0950.0370.3330.2210.0000.1750.2650.0240.2200.1110.2220.3500.0000.062
addintensity_-800.2330.1190.1010.2520.5750.3430.5020.1350.0990.0420.4310.5790.1820.0910.0850.4300.3660.2880.1790.2210.4070.4550.5550.5500.0170.2140.0150.0000.1090.0270.0560.0000.0490.1580.0180.0000.1540.2020.1370.0500.0850.0720.0800.0330.0120.1400.1280.0640.0690.0770.1380.0470.1540.1980.2630.1180.0730.1990.0930.4570.0950.4940.3020.4130.0000.0110.1700.0270.2920.1920.0000.1400.2790.0370.1830.0800.1110.3540.0000.083
addintensity_800.2550.1330.1100.2910.5750.3750.5850.1750.1320.0450.4030.5790.2730.1190.0950.4980.4200.3170.1750.2210.4800.5680.5910.5250.0410.1540.0210.0320.1360.0270.0750.0000.0490.1170.0000.0000.1900.2040.1470.0730.1110.0860.1110.0490.0360.1310.1590.0620.1150.1670.2270.0600.1500.2070.2630.1640.1040.2920.1390.4490.1320.5740.3210.4430.0310.0220.2120.0370.3330.2840.0000.1690.4310.0350.2310.1030.2220.3640.0000.125
elementrandomintensity_10.2500.0720.1010.1550.2700.2660.3190.1230.0550.0320.3470.5790.0910.0560.0270.2490.2910.2260.0810.1090.3340.2650.4900.4330.0000.1630.0060.0110.0730.0270.0670.0000.0000.0800.0000.0000.0890.1230.1400.0120.0420.0390.0530.0000.0000.0850.0400.0080.0000.0570.0820.0000.0370.0910.1100.0760.0290.0950.0860.1170.0470.3750.1580.1670.0000.0000.0200.0050.0830.0540.0000.0640.0270.0000.1180.0430.1110.3920.0000.000
multiplyintensity_0p250.2390.1210.1010.2450.6070.3820.5580.1260.1060.0470.4540.5790.1820.0720.0820.4500.4000.2760.1630.2090.4120.5000.5900.5170.0210.2040.0060.0000.1360.0270.0640.0000.0160.0970.0000.0000.1590.1710.1440.0370.0870.0560.1070.0250.0120.0840.0990.0150.0420.1230.1300.0360.1580.2020.2120.1130.0790.3010.1240.3570.0940.5190.3210.4570.0310.0110.2030.0320.3330.2870.0000.1620.3560.0270.2200.0680.1110.3690.0000.125
multiplyintensity_20.2560.1700.1070.2770.5280.3390.5860.1540.1370.0470.4170.5790.2730.1050.0810.4980.4250.3080.1630.2080.4560.6140.5810.5470.0340.1390.0240.0110.1690.0270.0830.0000.0160.1190.0000.0050.1830.1610.1380.0640.1020.0810.1440.0490.0360.0900.1190.0920.1250.0770.1750.0440.1130.1960.1860.1320.1020.3090.1280.3900.1150.4900.3650.4580.0310.0220.1800.0370.2500.2540.0000.1430.3090.0230.2200.1260.1110.3150.0000.125
contrastnormalization_00.2450.1480.1110.2580.6070.3420.5950.1510.1430.0530.3940.6320.2270.1140.0980.4930.4180.2890.1880.2420.4740.5910.5860.5440.0550.2140.0180.0110.1750.0270.0610.0000.0570.1760.0180.0190.1830.2150.1850.0750.1130.0860.0980.0450.0600.1180.1540.0770.0490.1470.1750.0710.1630.2000.2800.1850.1140.2940.1230.5020.1340.5420.3420.4490.0310.0110.2120.0370.2920.3350.0000.1580.4000.0450.2310.1150.1110.3420.0000.125
contrastnormalization_10.2510.1190.1100.2770.6310.3610.5890.1660.1450.0470.4540.5790.2730.1080.1010.4810.4280.3120.1690.2500.4780.6360.5900.5270.0480.2010.0180.0110.1540.0270.0620.0000.0490.1540.0180.0190.1830.2220.1630.0870.1040.0870.0770.0640.0600.1260.1570.0540.1560.1300.1640.0740.1330.1900.2880.1810.1020.2980.1030.4500.1360.5670.2830.4510.0000.0220.1930.0370.3330.2830.0000.1440.3730.0360.2310.1390.1110.3510.0000.125
contrastnormalization_20.2520.1570.1120.2670.6190.3900.5520.1640.1370.0450.3980.5790.2270.1170.0990.4860.4650.2890.1750.2240.4870.6820.5910.5530.0410.2320.0150.0000.1420.0270.0690.0000.0330.1580.0180.0190.1990.2030.1570.0640.1170.0890.0910.0490.0480.1140.1710.0740.0800.1710.1790.0900.1790.1900.2710.1970.1070.3220.1080.4570.1150.5130.3330.4460.0310.0220.1930.0370.3330.2540.0000.1440.3450.0400.2200.1080.1110.3830.0000.125
elastic_10.2150.0000.0470.0130.0480.1760.1450.0580.0080.0160.3330.4740.0910.0550.0050.1380.1420.0780.0000.0100.3200.2500.0260.2000.0000.0610.0000.0000.0000.0270.0060.0000.0000.0500.0000.0000.0000.0480.0430.0140.0170.0210.0130.0000.0000.0270.0130.0230.0000.1760.0140.0350.0500.0750.1020.0420.0090.0260.0510.0400.0330.2210.1670.0470.0000.0000.0000.0050.0000.0230.0000.0290.0000.0000.0270.0250.0000.1850.0000.000
scaled_1p250.2760.1300.1000.3250.5790.3910.5850.1520.1550.0840.4400.6320.3180.1290.1320.6410.5040.3520.1870.2610.5000.6820.6320.6300.0410.2850.0210.0740.2310.2160.0980.0000.0660.2070.0880.0000.2250.2680.2440.0620.1240.0910.0730.0780.0240.1370.2350.0720.1940.1860.2490.1490.2530.2900.2540.2000.1020.2750.1480.3880.1080.5350.4160.4720.0470.0110.1570.1010.2500.2870.0000.1980.4040.0550.3010.0930.0560.4000.0000.125
scaled_0p750.1690.0830.0420.2060.4760.2610.5520.1140.0750.0130.3380.4740.1970.0760.0900.3620.3610.2260.1150.1760.4070.6140.4900.4280.0020.1330.0000.0000.0960.0000.0530.0000.0000.0740.0000.0190.0990.0990.0350.0280.0330.0310.0170.0310.0060.0700.1180.0620.0760.0650.0790.0480.1040.1190.1690.1250.0420.2400.0400.4250.0840.4390.2950.3290.0310.0000.1080.0160.1110.2100.0000.0810.3620.0180.1670.0620.1390.3050.0000.125
scaled_0p50.1060.0590.0190.1300.3810.2210.4230.0840.0300.0030.1900.2630.1060.0660.0360.2770.2000.1540.0870.1380.2690.3640.3330.3390.0030.1000.0000.0000.0530.0000.0080.0000.0000.0500.0000.0000.0100.0790.0060.0070.0080.0040.0130.0000.0000.0400.0700.0150.0940.0190.0380.0120.0540.1070.0680.1200.0120.1270.0350.2720.0420.2790.1170.1920.0000.0000.0100.0160.0280.1240.0000.0430.2150.0080.0650.0310.1110.1490.0000.125
scaled_(1p25, 1p0)0.2650.1870.0990.2980.6390.3550.5870.1740.1540.0740.4310.6050.2500.1480.1220.6040.4830.3190.1790.2630.4930.7050.5810.6280.0580.2080.0180.0430.1940.1080.0640.0000.0490.1640.0180.0190.1970.2200.1870.0710.1260.0880.1100.0700.0420.1270.2280.0510.1350.1810.2190.1220.2040.2810.2880.1740.1090.2770.1420.4920.1460.5610.3840.5140.0470.0000.1540.0480.3330.3290.0000.2050.3470.0510.2470.0620.0560.3820.0000.125
scaled_(0p75, 1p0)0.1980.1160.0530.2220.5950.3120.5460.1470.1200.0180.3660.5260.2420.0740.0920.4040.3510.2580.1560.1860.4460.5980.5280.4230.0030.1700.0090.0000.1100.0000.0580.0000.0330.1240.0000.0190.1340.1590.1140.0390.0710.0470.0440.0330.0240.1010.1290.0460.1080.0970.1100.0520.0750.1740.2200.1460.0580.2860.1090.3890.1130.4780.3610.4120.0310.0000.1240.0210.3330.2600.0000.1240.3650.0230.1880.0840.1480.2820.0000.125
scaled_(1p0, 1p25)0.2710.1700.1250.3060.6030.3720.5720.1630.1580.0840.4260.6050.2730.0880.1170.5360.4550.3830.1810.2420.4590.7420.6320.6080.0310.2820.0210.0210.2080.0810.0830.0480.0490.1810.0700.0190.2110.2540.1870.0590.1130.0770.0730.0530.0360.1200.1980.0640.1460.1570.2190.1070.1950.2350.2370.2040.1100.2890.1470.3620.1170.5320.4070.4460.0310.0330.2350.0710.3330.2840.0000.1830.4030.0470.2470.1500.1670.3450.0000.125
scaled_(1p0, 0p75)0.2210.1270.0770.2740.5710.3470.5340.1540.1090.0120.3560.5790.2270.0970.0840.4460.4140.2750.1630.2220.4360.6820.5420.4970.0360.1340.0080.0000.1400.0270.0690.0000.0160.1080.0000.0380.1350.2020.1100.0480.0870.0560.0870.0430.0300.1110.1230.0620.0800.0870.1370.0400.1270.1850.2030.1390.0930.2740.0840.4520.1030.5420.2950.4050.0310.0110.1570.0270.2500.2550.0000.1310.3640.0300.1940.0900.1670.3650.0000.000
translate_(0p1, 0p1)0.1970.0900.0540.2330.5360.2930.5250.1250.0860.0180.3500.5260.2420.0670.0970.3810.3790.2630.1630.1980.4170.6360.5310.4900.0020.1590.0000.0000.1490.0000.0440.0000.0330.1190.0000.0190.1310.1790.0860.0380.0500.0330.0600.0450.0300.0900.1380.0490.0690.0720.1680.0550.0790.1810.2200.1320.0610.2620.0930.3700.0750.4490.3420.3780.0310.0000.1270.0120.2500.2150.0000.1050.3820.0350.1770.0860.1110.3420.0000.125
translate_(0p1, -0p1)0.2290.1370.0780.3010.5710.3180.5300.1480.1320.0610.3560.6320.2420.1120.1020.4570.4430.3040.1750.2100.4400.7050.5800.5080.0210.2540.0090.0000.1840.0540.0850.0000.0330.1530.0530.0190.1910.2550.1400.0570.0840.0510.0790.0490.0300.1400.1680.0690.1530.1620.1840.0810.1580.2270.2540.1740.0790.2760.1220.4030.1270.4780.3490.4310.0310.0000.1800.0440.2500.3400.0000.1670.3500.0370.2200.0990.1110.3560.0000.125
translate_(-0p1, 0p1)0.2420.1100.0790.2680.6070.3760.5760.1670.1430.0370.3890.5790.3180.1100.1190.5040.4130.3210.1940.2530.4370.7270.5900.5550.0210.1660.0150.0430.1810.0540.0730.0000.0490.1710.0000.0190.1990.2260.1310.0610.1170.0650.0600.0590.0420.1230.1940.0920.1740.1450.1580.0860.2210.1780.2540.1880.0860.3100.1070.3850.1000.5520.3570.4800.0310.0220.1180.0440.3330.2790.0000.1760.3640.0390.2100.0950.1670.4040.0000.125
translate_(-0p1, -0p1)0.2740.1550.1030.3010.5950.4320.6140.1500.1590.0890.4030.6840.3180.1490.1270.6480.5150.3730.2040.2860.5070.7270.6110.5790.0480.2980.0150.0530.2520.1890.0890.0000.0980.2150.0880.0380.2060.2880.2410.0640.1100.1180.0830.0900.0710.1390.2270.0630.1980.2420.2210.1340.2790.3170.2370.2220.1000.3050.1530.4730.1510.6470.4680.4960.0780.0000.2030.0800.2500.3330.0000.2300.3730.0430.3060.0990.1670.4420.0000.125
translate_(0p1, 0)0.2130.1440.0680.2620.6150.3250.5250.1350.1130.0390.3360.4740.2420.0990.0940.4060.4230.2610.1630.2160.4480.6820.5900.5110.0240.1760.0060.0000.1360.0270.0580.0000.0330.1570.0000.0190.1630.2180.1280.0500.0930.0510.0890.0490.0240.1190.1300.0540.1510.0990.1640.0540.1070.1900.2370.1320.0760.2950.1080.3800.1240.4780.3400.4100.0310.0110.1500.0270.3330.3550.0000.1290.3750.0320.2100.1050.1110.3860.0000.125
translate_(-0p1, 0)0.2600.1810.0920.2860.6310.4130.6170.1690.1720.0680.4310.6320.3180.1530.1140.6240.4630.3640.1790.2730.4900.7270.5810.5970.0410.2060.0210.0430.2340.1080.0670.0000.0410.2030.0180.0190.1830.2500.1990.0700.1330.0910.0900.0820.0360.1350.2040.0740.1770.2030.1950.0990.2290.2210.2710.2080.0980.3050.1390.4650.1490.5800.4390.4830.0470.0000.1830.0480.2920.3600.0000.1870.4360.0320.2530.0930.1670.4080.0000.125
translate_(0, 0p1)0.2300.1130.0890.2500.5830.3740.5660.1690.1390.0320.3400.5260.2730.1110.0970.4540.3860.2970.2000.2420.4430.6820.5700.5420.0240.1780.0000.0000.1680.0270.0840.0000.0490.1650.0000.0190.1550.2020.1240.0620.1000.0720.0870.0520.0300.1070.1460.0490.1530.0940.1680.0690.1150.1810.2540.1600.0990.3030.0910.4120.0940.5130.3420.4200.0310.0220.1860.0340.2500.2840.0000.1380.3820.0320.1880.1230.1110.3870.0000.125
translate_(0, -0p1)0.2680.1670.1280.3420.5710.3780.5430.1810.1730.0840.4030.5790.3180.1330.1110.5600.4780.3390.1940.2230.4950.7500.6110.5830.0550.2740.0150.0110.2240.0810.0810.0000.0660.2170.0700.0380.1960.2640.2110.0690.1020.0890.0940.0820.0830.1470.2030.0630.1700.1760.2190.1030.1880.2360.2540.2150.1200.3080.1620.4140.1480.6090.3990.4680.0310.0220.2220.0690.3330.3640.0000.2190.4450.0450.2530.1480.1110.3670.0000.125
rotated_30.2630.1680.1190.3180.6250.3560.5750.1910.1590.0580.4210.6050.1820.1150.1050.5180.4550.3190.1940.2370.4780.6590.6320.5760.0310.1830.0300.0320.1710.0540.0920.0000.0660.1770.0180.0190.1990.2400.1990.0670.1120.0910.1030.0720.0360.1280.1520.0850.1740.1220.1840.0930.1500.2460.2370.2200.1010.3410.1010.4660.1420.5710.3880.4700.0310.0440.1700.0530.4170.2870.0000.1650.4360.0490.2470.1030.1670.3940.0000.125
rotated_50.2690.1700.1190.3150.6510.3910.5580.1710.1430.0680.4260.5700.1820.1240.1040.5620.4430.3390.1940.2350.4830.7050.6110.5660.0450.1990.0380.0320.1870.0540.0870.0000.0410.1560.0180.0190.1940.2400.1750.0740.1140.0980.1040.0770.0360.1360.1560.0890.1300.1520.1760.0850.2210.2200.2610.1940.1080.3020.1310.4880.1400.5660.3890.4830.0310.0330.1700.0640.4170.3550.0000.2010.4800.0490.2310.0990.1670.3880.0000.125
rotated_100.2770.1710.1160.3180.6670.3470.5930.1620.1240.0790.4440.5790.2500.1180.1020.5920.4650.2800.1650.2530.4730.6820.5900.5960.0380.2100.0380.0530.1740.0810.1140.0480.0490.1500.0180.0380.2110.2480.1710.0750.1460.0990.0930.0740.0300.1340.1940.0970.2030.1810.2330.0970.2120.3040.2580.2570.1040.2810.1170.5250.1510.5800.4000.4990.0310.0330.2220.0640.4170.2730.0000.2360.3760.0610.2740.0800.1670.3830.0000.125
rotated_450.2440.1570.0800.2140.5240.1900.4090.0820.0420.0500.2780.6320.0910.0380.0910.5120.4630.2430.1380.1180.3410.5230.5890.5580.0100.1630.0060.0850.1410.0680.1460.1670.0490.1390.0260.0380.2080.1720.1670.0580.0830.0540.1270.0370.0510.1190.2160.0600.2190.2110.2490.1180.1750.3080.2190.1640.0380.0730.0560.3170.0770.5540.2630.3970.0620.0440.1490.1010.0000.1630.0000.1140.1250.0470.2420.0120.1480.3030.0000.125
rotated_600.2070.1300.0510.1860.3330.1400.2820.0400.0260.0270.2080.5530.0450.0340.0780.4840.4200.1380.1060.0510.2270.5000.5310.4570.0140.1230.0080.0430.0870.0950.1000.0480.0490.1000.0090.0380.1250.1790.1280.0320.0460.0350.1070.0200.0430.1000.1730.0580.1460.2200.2170.1270.1250.2940.2030.0970.0230.0240.0400.2000.0730.5000.2350.3230.0620.0780.1570.0850.0000.0470.0000.0500.0770.0390.2100.0000.1110.2770.0000.125
rotated_900.1490.1190.0030.1180.1070.0760.2550.0180.0150.0050.2360.5000.0000.0000.0610.4370.2010.0860.0560.0440.1770.4550.4380.4780.0140.0490.0120.0210.1040.1080.0240.0000.0080.0780.0000.0000.0520.0850.1120.0080.0210.0110.0640.0160.0180.0830.1670.0630.1350.1960.1630.0630.1250.2620.1860.0690.0130.0060.0250.1230.0390.3850.2070.1380.0310.0110.1180.0480.0000.0120.0000.0140.1040.0090.1770.0000.1110.2720.0000.125
flipH0.2520.1380.1170.3090.6510.3890.5700.1740.1170.0470.4630.5790.2880.1180.1120.5190.4480.3060.2290.2700.5160.6670.5730.6230.0310.2070.0220.0110.1550.0810.0640.0000.0660.1500.0880.0380.1250.2140.1520.0760.0900.1050.0530.0600.0300.1420.2160.0820.1560.1800.1510.1100.1530.1980.2710.1650.1210.3260.1620.4110.1650.5050.4870.3890.0310.0560.1900.0640.2780.2480.0000.1810.3950.0310.2460.0860.2220.4050.0000.125
flipV0.1690.1000.0100.1350.5480.2730.5550.0290.0230.0260.3610.6320.0450.0450.0730.4510.1520.0860.0130.0390.2140.1140.5100.4080.0210.0890.0000.0320.0940.1080.0670.0000.0330.1710.0000.0190.0470.1470.1280.0290.0540.0320.0820.0330.0490.0820.1800.0770.1320.1640.2020.0740.1500.3050.1020.0900.0180.0040.0200.1470.0440.2980.2680.2140.0000.0560.1230.0550.2920.1160.0000.0290.2420.0270.2040.0290.1110.1970.0000.062
dropout0.2580.1140.1000.2180.3990.2990.5010.1700.0980.0470.4030.5260.2270.1090.0540.3030.2340.2380.1000.1470.4020.4770.5380.4890.0000.1590.0120.0110.0880.0270.0570.0000.0000.0860.0180.0000.1090.1170.1460.0370.0670.0510.0730.0290.0000.0940.0830.0150.0420.1470.1510.0360.1130.1070.0850.0970.0590.1600.0710.2370.0600.3240.2470.2640.0310.0000.0780.0160.1670.1430.0000.1000.0900.0050.1720.0680.1110.3170.0000.000

Precision Difference tables per class, per model, per transform.

Tables showing the difference between the original image set ('None' transform), and the transformed image set. A positive value represents an increase in performance, while a negative value represents a decrease in performance. These tables should give an idea of how the performance of a specific model is affected given a specific transform, and a specific class. It can be used to determine how much a specific transform affects precision over all classes, and to how much the recall of a model is increased or decreased given the transform.

In [9]:
for model in modelNames:
    # Create new table with columns as class (names) and rows as transform.
    table = ListTable()
    table.append(['transform'] + nms)
    modelDF = metrics[metrics['model'] == model]
    
    originalPrecisionSeries = metrics[(metrics['model'] == model)&(metrics['transform'] == 'None')]['precision']
    for transform in transformNames:
        # Get all precision metrics for the transform.
        modelTransformDF = modelDF[modelDF['transform'] == transform]
        precisionSeries = modelTransformDF['precision']
        #import pdb; pdb.set_trace()
        precisionSeries = np.array(precisionSeries.tolist()) - np.array(originalPrecisionSeries.tolist())
        precisionSeries = list(map(lambda item: '%.3f'%(item), precisionSeries))
        table.append([transform] + precisionSeries)
    
    # Display the precision table for the model.
    print('Precision for model %s'%model)
    display(table)
Precision for model e2e_faster_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0190.0030.0360.050-0.030-0.027-0.0400.0500.0150.0530.0170.109-0.089-0.1490.0530.021-0.102-0.047-0.107-0.007-0.018-0.0660.0530.017-0.030-0.0550.0920.051-0.001-0.041-0.087-0.1070.001-0.001-0.247-0.0580.0810.1720.0860.0560.156-0.045-0.009-0.010-0.2280.0740.056-0.116-0.2550.1250.0200.0280.018-0.006-0.034-0.060-0.0000.103-0.0870.0730.0610.0680.0080.0680.080-0.0260.065-0.018-0.0170.108-0.229-0.0830.0120.0820.0970.0010.0380.0980.0000.031
gaussianblur_100.034-0.5250.002-0.720-0.779-0.045-0.365-0.486-0.5310.228-0.0570.154-0.356-0.4180.508-0.432-0.416-0.085-0.649-0.105-0.089-0.816-0.8720.142-0.140-0.403-0.097-0.040-0.656-0.109-0.306-0.107-0.066-0.579-0.247-0.058-0.315-0.307-0.392-0.163-0.238-0.198-0.422-0.226-0.2280.0270.224-0.308-0.540-0.1900.4710.1950.2340.061-0.412-0.022-0.132-0.628-0.3950.246-0.0050.256-0.3640.0720.030-0.141-0.464-0.157-0.216-0.607-0.229-0.443-0.295-0.324-0.387-0.312-0.562-0.7180.0000.770
gaussianblur_20-0.178-0.525-0.414-0.720-0.779-0.745-0.852-0.486-0.531-0.272-0.723-0.596-0.689-0.418-0.492-0.655-0.624-0.751-0.649-0.605-0.867-0.816-0.872-0.858-0.140-0.585-0.097-0.040-0.656-0.109-0.306-0.107-0.066-0.579-0.247-0.058-0.315-0.307-0.392-0.266-0.353-0.298-0.422-0.226-0.228-0.3900.412-0.386-0.540-0.262-0.529-0.305-0.566-0.550-0.626-0.438-0.382-0.628-0.395-0.754-0.466-0.744-0.562-0.642-0.095-0.141-0.464-0.157-0.466-0.607-0.229-0.443-0.795-0.324-0.387-0.312-0.562-0.7180.000-0.230
superpixels_0p1-0.0240.278-0.153-0.0240.0040.005-0.214-0.186-0.393-0.216-0.4090.045-0.537-0.124-0.0490.008-0.2000.087-0.170-0.280-0.144-0.1660.1220.142-0.140-0.201-0.097-0.040-0.2070.105-0.139-0.1070.054-0.258-0.247-0.058-0.1610.693-0.046-0.0360.033-0.061-0.422-0.026-0.228-0.0110.202-0.2860.0380.146-0.175-0.016-0.0210.037-0.348-0.289-0.0690.372-0.0800.1350.0240.194-0.2850.160-0.095-0.141-0.1310.013-0.1330.048-0.229-0.119-0.3450.0600.1670.013-0.562-0.1310.000-0.230
superpixels_0p5-0.087-0.525-0.245-0.083-0.0500.022-0.476-0.233-0.485-0.255-0.507-0.168-0.590-0.190-0.150-0.030-0.376-0.323-0.296-0.483-0.0490.184-0.2770.142-0.140-0.415-0.097-0.040-0.591-0.109-0.306-0.107-0.066-0.290-0.247-0.058-0.259-0.307-0.392-0.149-0.353-0.117-0.4220.084-0.2280.0100.012-0.328-0.540-0.156-0.2010.105-0.5660.171-0.410-0.381-0.2500.372-0.362-0.754-0.1710.151-0.3520.206-0.095-0.141-0.227-0.157-0.038-0.313-0.229-0.243-0.3440.4260.309-0.234-0.562-0.3640.000-0.230
superpixels_0p85-0.182-0.525-0.3030.280-0.643-0.745-0.352-0.343-0.512-0.268-0.615-0.271-0.689-0.418-0.2210.345-0.6240.249-0.649-0.605-0.8670.1840.128-0.858-0.140-0.484-0.097-0.040-0.656-0.109-0.306-0.107-0.066-0.437-0.247-0.058-0.315-0.3070.008-0.224-0.153-0.157-0.422-0.226-0.228-0.390-0.588-0.428-0.540-0.028-0.1290.029-0.566-0.550-0.626-0.391-0.382-0.628-0.306-0.754-0.466-0.744-0.408-0.642-0.095-0.141-0.464-0.157-0.4660.393-0.229-0.4430.038-0.324-0.387-0.312-0.562-0.3180.000-0.230
colorspace_250.035-0.0880.0610.030-0.0100.0080.0320.0080.105-0.030-0.0410.253-0.050-0.157-0.055-0.065-0.093-0.026-0.112-0.1080.017-0.0690.0250.0080.014-0.0810.048-0.040-0.067-0.072-0.091-0.107-0.032-0.081-0.247-0.0580.0040.2230.0650.0080.219-0.0650.010-0.046-0.178-0.032-0.158-0.1900.0320.125-0.266-0.3050.4340.0480.030-0.162-0.0210.023-0.1220.0460.0510.127-0.0560.1300.031-0.002-0.067-0.017-0.0400.155-0.229-0.0380.0090.0440.100-0.0410.2380.0320.0000.010
colorspace_500.049-0.0740.0340.0430.019-0.002-0.011-0.0150.037-0.049-0.0490.1840.035-0.200-0.039-0.034-0.117-0.068-0.118-0.1030.007-0.1720.0480.0080.038-0.1190.0340.022-0.084-0.061-0.065-0.107-0.020-0.033-0.247-0.058-0.0070.295-0.006-0.0030.176-0.0880.0150.036-0.1050.0050.057-0.014-0.5400.572-0.198-0.3050.4340.0550.206-0.228-0.0330.112-0.1810.0320.098-0.008-0.0500.0540.024-0.141-0.033-0.0350.2260.249-0.229-0.009-0.0850.0500.1260.0080.105-0.0420.000-0.230
averageblur_5_110.037-0.0630.0520.114-0.0020.023-0.0820.165-0.0100.0400.0050.076-0.214-0.124-0.077-0.198-0.053-0.080-0.235-0.085-0.072-0.0610.0650.046-0.085-0.0340.1270.034-0.0620.027-0.002-0.1070.013-0.038-0.247-0.0580.1190.299-0.0060.1290.078-0.0980.0450.028-0.0600.0640.070-0.206-0.0610.060-0.0430.0330.127-0.0660.0990.012-0.0430.227-0.0950.1700.0470.090-0.0760.0580.128-0.1410.0110.079-0.1130.145-0.2290.0860.0500.0900.278-0.023-0.2280.1250.0000.123
medianblur_10.0050.1610.0510.126-0.0580.031-0.1510.107-0.003-0.0490.0900.121-0.0570.024-0.138-0.044-0.183-0.064-0.170-0.076-0.090-0.0610.0600.027-0.100-0.0770.0330.059-0.149-0.027-0.075-0.1070.024-0.152-0.247-0.0580.1070.2500.0430.1020.095-0.0630.0690.014-0.2280.0670.003-0.2080.0700.0900.029-0.0200.157-0.059-0.088-0.027-0.0200.140-0.0650.1240.0910.065-0.0740.1250.027-0.0510.1660.0260.1720.171-0.229-0.061-0.1890.0880.311-0.056-0.062-0.0130.000-0.017
sharpen_00.005-0.182-0.024-0.042-0.0040.0280.0010.052-0.056-0.0200.0360.165-0.042-0.121-0.119-0.071-0.022-0.103-0.1440.083-0.038-0.035-0.011-0.1010.005-0.1870.028-0.038-0.162-0.031-0.108-0.107-0.010-0.137-0.247-0.0580.0150.221-0.0340.0830.231-0.042-0.0080.090-0.228-0.009-0.154-0.189-0.3320.1810.0570.0370.196-0.0790.158-0.258-0.0310.019-0.0330.0020.0600.063-0.0000.0620.043-0.0760.096-0.0200.0960.042-0.229-0.0700.051-0.0160.009-0.0800.238-0.0620.000-0.230
sharpen_10.014-0.127-0.0160.0160.005-0.039-0.0560.029-0.098-0.0320.0330.107-0.075-0.136-0.090-0.060-0.030-0.080-0.124-0.031-0.0190.010-0.023-0.1270.001-0.147-0.0230.006-0.194-0.028-0.088-0.107-0.012-0.123-0.247-0.058-0.0140.207-0.0260.0130.125-0.0500.0580.126-0.1690.024-0.1870.0330.0200.2160.0010.1830.340-0.1020.027-0.265-0.0250.074-0.0800.0100.0480.048-0.0480.0790.027-0.0740.111-0.0360.2100.116-0.229-0.0460.014-0.0620.024-0.0710.105-0.0170.000-0.230
sharpen_20.019-0.143-0.0090.060-0.0280.038-0.0790.054-0.006-0.0580.0260.128-0.007-0.093-0.074-0.041-0.021-0.176-0.1490.002-0.0430.021-0.011-0.111-0.048-0.1960.032-0.023-0.144-0.020-0.085-0.107-0.001-0.094-0.247-0.058-0.0210.248-0.0540.0570.242-0.012-0.0430.027-0.228-0.012-0.144-0.089-0.1050.177-0.0090.0230.316-0.0300.036-0.174-0.0180.051-0.0840.0050.0980.107-0.0470.1420.077-0.0880.106-0.0700.0790.015-0.229-0.010-0.022-0.0450.024-0.075-0.162-0.0160.000-0.230
addintensity_-800.0040.042-0.025-0.024-0.0570.051-0.024-0.073-0.124-0.068-0.0370.301-0.109-0.105-0.047-0.008-0.083-0.146-0.151-0.1420.006-0.1500.0120.044-0.084-0.0730.0680.023-0.115-0.031-0.070-0.1070.047-0.119-0.247-0.0580.0280.2550.081-0.0530.179-0.0680.144-0.054-0.2280.0140.090-0.199-0.177-0.056-0.0550.044-0.195-0.0480.187-0.127-0.0150.016-0.1310.0790.0970.015-0.1430.0610.021-0.0730.018-0.0270.0630.036-0.229-0.014-0.1220.0060.063-0.003-0.0910.0640.0000.170
addintensity_800.0150.002-0.0070.014-0.012-0.039-0.0660.0800.059-0.022-0.0170.120-0.069-0.078-0.018-0.024-0.039-0.112-0.042-0.015-0.0930.0170.036-0.0160.019-0.0940.0980.051-0.087-0.060-0.091-0.107-0.003-0.094-0.247-0.058-0.0180.1790.0940.0270.057-0.073-0.0550.169-0.1570.070-0.063-0.140-0.0560.2450.0730.038-0.131-0.064-0.062-0.129-0.0070.024-0.0620.0380.0050.040-0.0250.1310.035-0.033-0.008-0.0740.0190.189-0.229-0.0600.0060.0210.038-0.0270.1050.0400.0000.048
elementrandomintensity_1-0.067-0.121-0.0690.086-0.066-0.022-0.279-0.138-0.263-0.158-0.3110.152-0.217-0.180-0.153-0.017-0.209-0.258-0.359-0.0910.050-0.2940.0440.0060.106-0.2670.276-0.040-0.388-0.109-0.066-0.107-0.0220.068-0.247-0.0580.0770.0160.0730.0300.341-0.0610.435-0.226-0.228-0.0010.122-0.118-0.5400.172-0.2700.061-0.566-0.015-0.438-0.341-0.0350.115-0.2870.0020.162-0.225-0.0610.263-0.095-0.1410.2030.043-0.4660.255-0.229-0.291-0.795-0.1170.182-0.0790.038-0.2340.000-0.230
multiplyintensity_0p250.0240.0700.0770.1300.0360.1130.010-0.0040.067-0.069-0.0100.188-0.101-0.072-0.015-0.0540.034-0.0550.019-0.060-0.016-0.0720.0250.0500.012-0.0970.0710.0430.014-0.0050.013-0.107-0.0080.069-0.247-0.0580.0100.2590.1110.1060.312-0.0370.0970.274-0.2280.1280.1250.042-0.1650.3600.0180.1330.089-0.010-0.007-0.175-0.003-0.053-0.0600.0580.087-0.030-0.1090.1350.059-0.062-0.0800.172-0.1040.106-0.229-0.0020.0020.0790.0690.0760.1050.0060.000-0.078
multiplyintensity_20.0100.0050.0080.0040.038-0.046-0.0700.078-0.011-0.046-0.0730.0900.028-0.108-0.0330.005-0.095-0.122-0.032-0.022-0.014-0.0340.048-0.003-0.036-0.1430.070-0.022-0.133-0.037-0.024-0.107-0.001-0.117-0.247-0.0580.0370.1980.010-0.0060.177-0.095-0.0600.070-0.228-0.018-0.029-0.215-0.1180.023-0.024-0.028-0.162-0.1240.024-0.1600.017-0.012-0.083-0.0080.0600.133-0.0310.1380.047-0.068-0.019-0.070-0.0190.144-0.229-0.0930.0240.0210.060-0.0120.0900.0660.0000.070
contrastnormalization_00.0260.0060.0310.022-0.0370.049-0.0900.0170.0600.004-0.0350.1790.008-0.050-0.0820.019-0.066-0.083-0.039-0.0270.024-0.0460.0240.0150.035-0.1190.0340.018-0.025-0.052-0.137-0.107-0.012-0.086-0.171-0.0580.0650.239-0.0040.0140.126-0.0730.0490.015-0.1890.0150.086-0.150-0.2140.123-0.021-0.0620.068-0.0190.020-0.0850.0090.023-0.1380.0740.0340.006-0.0010.0890.037-0.0540.025-0.0890.0560.173-0.229-0.0140.0410.0070.0890.004-0.1400.0210.0000.017
contrastnormalization_10.016-0.041-0.0060.002-0.064-0.012-0.0620.038-0.0010.0100.0380.0960.073-0.127-0.032-0.018-0.058-0.084-0.159-0.038-0.016-0.1880.041-0.0150.034-0.1530.0580.061-0.003-0.057-0.109-0.1070.025-0.071-0.0930.047-0.0330.2680.0140.0450.169-0.0560.0210.073-0.1790.0490.075-0.201-0.1950.0930.0440.0140.134-0.0110.016-0.068-0.0220.036-0.0920.1210.0520.0700.0050.1270.002-0.0770.042-0.0070.1160.170-0.2290.029-0.0470.0510.077-0.008-0.276-0.0120.000-0.053
contrastnormalization_20.033-0.0580.0160.0520.024-0.020-0.0950.0250.067-0.031-0.1470.238-0.010-0.0150.0560.004-0.005-0.154-0.0490.0020.004-0.0420.030-0.0420.027-0.1460.0700.0760.008-0.049-0.103-0.107-0.009-0.087-0.165-0.058-0.0010.1780.0370.0110.133-0.0660.0290.076-0.2280.0240.015-0.218-0.1740.1320.0070.024-0.004-0.0200.020-0.095-0.0080.067-0.167-0.0030.0180.0880.0290.112-0.001-0.0720.072-0.0640.0370.172-0.229-0.055-0.063-0.0040.070-0.035-0.0320.0800.0000.095
elastic_1-0.070-0.525-0.0700.2800.2210.005-0.4690.298-0.3820.014-0.4650.137-0.245-0.0740.508-0.179-0.234-0.420-0.2320.395-0.159-0.3300.1280.077-0.140-0.293-0.097-0.0400.094-0.086-0.306-0.107-0.066-0.290-0.247-0.058-0.315-0.158-0.3920.234-0.3530.074-0.422-0.226-0.2280.1940.212-0.180-0.5400.199-0.187-0.0180.4340.250-0.376-0.195-0.2030.372-0.2890.2460.1340.051-0.192-0.6420.405-0.141-0.464-0.1570.534-0.107-0.229-0.343-0.795-0.324-0.387-0.012-0.5620.0090.000-0.230
scaled_1p250.054-0.0020.0110.0150.0190.0630.0190.0690.1540.146-0.0010.335-0.0010.0380.0040.0610.051-0.052-0.0690.0500.0220.0660.0550.024-0.0200.0570.0370.148-0.0350.3090.086-0.1070.0700.0640.064-0.0580.0760.2630.1320.0320.1950.026-0.0900.1330.0130.0550.206-0.1540.0050.1580.0770.1280.3060.022-0.030-0.0140.0530.048-0.0910.1230.1490.1100.0120.0600.051-0.0360.0300.060-0.0420.0960.1540.059-0.0550.1350.183-0.019-0.0620.0110.000-0.021
scaled_0p75-0.079-0.096-0.185-0.005-0.057-0.036-0.0630.003-0.094-0.183-0.0830.067-0.102-0.147-0.006-0.072-0.127-0.163-0.229-0.051-0.064-0.006-0.027-0.146-0.080-0.124-0.054-0.040-0.131-0.109-0.172-0.107-0.066-0.085-0.165-0.058-0.1220.019-0.264-0.120-0.123-0.177-0.364-0.130-0.153-0.131-0.059-0.295-0.161-0.168-0.1580.0210.056-0.165-0.080-0.133-0.1460.144-0.2430.079-0.021-0.127-0.2170.0180.099-0.089-0.170-0.108-0.126-0.043-0.229-0.196-0.197-0.064-0.038-0.1330.188-0.0130.0000.074
scaled_0p5-0.203-0.219-0.292-0.222-0.198-0.139-0.0840.058-0.320-0.201-0.224-0.170-0.089-0.156-0.214-0.161-0.201-0.182-0.235-0.167-0.217-0.160-0.193-0.186-0.105-0.232-0.097-0.040-0.240-0.109-0.234-0.107-0.066-0.286-0.247-0.058-0.301-0.060-0.392-0.152-0.254-0.279-0.422-0.226-0.228-0.230-0.140-0.241-0.322-0.333-0.353-0.230-0.102-0.141-0.271-0.086-0.240-0.176-0.2850.143-0.049-0.277-0.447-0.167-0.095-0.141-0.439-0.0500.016-0.270-0.229-0.291-0.193-0.197-0.168-0.1440.188-0.2040.0000.123
scaled_(1p25, 1p0)0.046-0.041-0.030-0.0160.0280.029-0.0100.0740.0770.040-0.0030.239-0.001-0.063-0.041-0.018-0.0630.041-0.0840.0010.020-0.0020.0120.013-0.022-0.0540.0550.174-0.0500.060-0.028-0.1070.0320.016-0.046-0.0580.0440.1900.0400.0430.2810.0010.0670.0630.103-0.0240.110-0.1780.0520.1420.0590.1190.111-0.083-0.0010.030-0.0010.051-0.0820.0720.0750.0670.0340.0940.064-0.068-0.0820.002-0.1150.1060.2970.0780.0030.0930.055-0.035-0.198-0.0020.000-0.008
scaled_(0p75, 1p0)-0.037-0.044-0.143-0.038-0.014-0.047-0.046-0.027-0.033-0.054-0.0710.040-0.056-0.107-0.013-0.006-0.054-0.216-0.151-0.058-0.059-0.064-0.003-0.100-0.035-0.024-0.0450.017-0.123-0.109-0.103-0.107-0.032-0.063-0.247-0.058-0.0470.132-0.049-0.0740.061-0.117-0.1360.045-0.116-0.046-0.014-0.228-0.2290.035-0.0540.013-0.0060.0040.091-0.067-0.0920.114-0.1240.123-0.019-0.116-0.1230.0690.013-0.141-0.145-0.0680.031-0.005-0.229-0.127-0.131-0.0700.003-0.1160.1530.0640.0000.099
scaled_(1p0, 1p25)0.0310.0730.0520.0760.0340.037-0.0660.0570.0630.1250.0370.1620.034-0.012-0.0190.0780.021-0.156-0.088-0.0210.004-0.0540.034-0.000-0.0220.0590.0410.0860.0190.080-0.0210.0390.0240.009-0.008-0.0580.0330.2420.118-0.0310.177-0.0660.022-0.027-0.1200.0560.101-0.095-0.0030.1130.0800.0540.2530.0350.0650.084-0.0090.101-0.0460.1660.1180.055-0.0260.1120.016-0.0930.0980.0700.0860.147-0.2290.077-0.1340.0900.131-0.040-0.1360.0700.0000.086
scaled_(1p0, 0p75)-0.015-0.007-0.0990.056-0.0390.027-0.0720.036-0.121-0.097-0.0650.161-0.051-0.085-0.038-0.040-0.0730.025-0.161-0.019-0.036-0.012-0.019-0.057-0.027-0.2490.051-0.037-0.045-0.047-0.111-0.107-0.032-0.105-0.247-0.058-0.0690.098-0.132-0.0330.013-0.0950.080-0.020-0.195-0.073-0.011-0.179-0.326-0.060-0.024-0.022-0.014-0.191-0.068-0.088-0.0390.039-0.1840.068-0.0730.078-0.1070.028-0.027-0.0950.035-0.069-0.0390.072-0.229-0.085-0.098-0.011-0.0380.012-0.0440.0220.0000.077
translate_(0p1, 0p1)-0.033-0.144-0.151-0.0270.0020.009-0.0370.037-0.043-0.127-0.1330.034-0.052-0.171-0.058-0.041-0.013-0.161-0.0800.016-0.026-0.0100.007-0.031-0.088-0.110-0.026-0.032-0.165-0.109-0.134-0.107-0.024-0.076-0.186-0.058-0.0200.166-0.144-0.104-0.047-0.116-0.001-0.040-0.129-0.073-0.028-0.169-0.247-0.123-0.034-0.031-0.002-0.078-0.018-0.030-0.1120.055-0.1740.1240.012-0.041-0.1030.0320.002-0.141-0.183-0.084-0.027-0.017-0.229-0.120-0.228-0.038-0.056-0.059-0.0620.0650.0000.184
translate_(0p1, -0p1)0.016-0.063-0.0460.0320.0230.005-0.0130.0290.1020.093-0.0680.249-0.048-0.089-0.045-0.049-0.031-0.175-0.0620.010-0.010-0.0200.032-0.010-0.0420.022-0.0250.023-0.0050.019-0.060-0.016-0.031-0.047-0.072-0.0580.0350.242-0.045-0.0210.081-0.0820.142-0.003-0.084-0.0260.014-0.157-0.1320.0960.0400.105-0.006-0.0030.065-0.086-0.0590.053-0.1230.0870.0460.046-0.0940.1170.000-0.141-0.015-0.0500.0340.073-0.229-0.043-0.016-0.0230.0600.067-0.1170.0370.0000.145
translate_(-0p1, 0p1)0.014-0.043-0.0650.011-0.0030.084-0.0260.0530.078-0.095-0.0400.169-0.103-0.0170.0470.079-0.024-0.062-0.0770.0670.0060.1460.016-0.009-0.082-0.0230.0560.094-0.0450.016-0.062-0.1070.034-0.029-0.128-0.0580.0870.257-0.005-0.0270.151-0.085-0.1130.069-0.0170.0390.115-0.114-0.0790.050-0.0060.0490.198-0.0610.0000.017-0.0250.030-0.1240.1260.0840.036-0.0840.1070.0180.010-0.121-0.0530.1450.147-0.2290.021-0.0290.0330.043-0.013-0.1030.0350.0000.082
translate_(-0p1, -0p1)0.0470.0150.0180.0660.0810.136-0.0180.0430.1300.138-0.0320.2500.0830.0110.0250.092-0.019-0.038-0.0940.0780.0210.1150.0450.0140.0110.0410.0380.184-0.0030.291-0.024-0.0250.0520.0410.050-0.0580.1030.2900.0890.0130.223-0.022-0.0490.0440.1280.0780.130-0.0770.0280.1320.0980.1720.1230.0620.0090.0650.0810.034-0.0450.0270.1480.0630.0090.1460.090-0.141-0.0320.1130.0560.149-0.2290.0880.0190.1220.2090.019-0.0680.0370.0000.103
translate_(0p1, 0)0.003-0.090-0.093-0.0200.0380.045-0.025-0.0180.044-0.062-0.0640.143-0.009-0.185-0.062-0.042-0.042-0.116-0.026-0.012-0.053-0.0130.045-0.028-0.090-0.056-0.0010.020-0.111-0.021-0.134-0.107-0.032-0.091-0.185-0.058-0.0250.138-0.075-0.0700.034-0.079-0.004-0.017-0.146-0.004-0.023-0.246-0.180-0.063-0.030-0.033-0.0250.0010.087-0.106-0.0580.015-0.1240.1140.013-0.050-0.0920.1160.005-0.109-0.017-0.040-0.0230.042-0.229-0.056-0.093-0.0380.0250.0060.1880.0860.0000.123
translate_(-0p1, 0)0.0410.036-0.0390.0410.0660.0480.0110.0210.0850.050-0.0360.0730.012-0.0450.0160.115-0.0600.008-0.0950.0490.0120.0860.0280.0300.0150.0290.0710.161-0.0280.087-0.047-0.1070.018-0.020-0.060-0.0580.0970.2300.0710.0170.214-0.008-0.0320.0280.0340.1060.096-0.1470.0360.1480.0560.1390.0570.0230.0470.0180.0370.027-0.0910.1550.0970.044-0.0230.1450.077-0.042-0.100-0.0210.0150.180-0.2290.030-0.0370.0800.116-0.028-0.1020.0750.0000.133
translate_(0, 0p1)-0.003-0.052-0.0560.020-0.0540.009-0.0060.0520.001-0.095-0.0770.094-0.041-0.131-0.0620.003-0.035-0.084-0.079-0.031-0.054-0.0130.039-0.034-0.053-0.150-0.032-0.033-0.036-0.042-0.108-0.107-0.001-0.069-0.247-0.0580.0010.165-0.037-0.0390.005-0.0910.0330.071-0.193-0.011-0.000-0.180-0.227-0.0420.0220.0040.069-0.0670.056-0.005-0.0140.084-0.1510.1100.0620.055-0.1070.0290.085-0.052-0.013-0.0290.0890.110-0.229-0.032-0.140-0.039-0.0080.043-0.1410.0610.0000.170
translate_(0, -0p1)0.0380.0220.0280.0460.0100.035-0.0050.0550.1070.140-0.0170.1190.038-0.043-0.0260.005-0.033-0.052-0.0610.035-0.0230.0690.0510.010-0.016-0.0200.0680.0280.0290.084-0.107-0.0540.026-0.004-0.028-0.0580.0800.2460.0880.0120.201-0.057-0.0180.018-0.1200.0620.105-0.156-0.0050.1750.0540.0840.156-0.0080.097-0.0320.0280.042-0.0600.0940.1270.030-0.0300.088-0.012-0.0920.0380.0220.0820.161-0.2290.033-0.0550.0350.128-0.001-0.1620.0950.0000.070
rotated_30.0240.0540.0470.046-0.053-0.005-0.0500.0390.0730.068-0.0130.181-0.076-0.079-0.0200.027-0.020-0.078-0.0750.019-0.013-0.0290.0210.0090.014-0.0350.0830.0630.012-0.048-0.021-0.0470.030-0.050-0.160-0.0580.1130.2340.1000.0150.197-0.0270.0260.084-0.137-0.0000.086-0.129-0.0910.0540.0400.1050.1160.0340.101-0.002-0.0070.048-0.0650.0660.0810.071-0.0720.0930.0300.0740.0080.0090.2180.196-0.2290.009-0.0280.0300.070-0.007-0.0620.0960.0000.056
rotated_50.0300.0970.0340.013-0.0170.0380.022-0.0280.0780.137-0.0130.222-0.083-0.0460.0540.099-0.036-0.049-0.0550.0430.0030.0870.0270.009-0.016-0.0520.0790.0880.036-0.0030.0150.0340.0190.001-0.177-0.0580.0730.2310.0680.0280.2630.0110.0380.0780.0200.0620.117-0.129-0.0530.1150.0400.0450.0940.0490.1190.0780.0280.044-0.0710.1590.0870.114-0.0570.0790.0480.0220.034-0.0870.1260.166-0.2290.0820.0370.0660.076-0.005-0.0620.0820.0000.140
rotated_100.0420.0320.0210.0650.0020.0300.0530.0030.1610.1270.0140.2580.0680.0620.0260.074-0.051-0.088-0.0350.045-0.0220.0290.0370.0450.0020.0410.1360.188-0.0420.0810.0770.0650.030-0.001-0.171-0.0580.0670.1920.0020.0060.212-0.0250.0860.132-0.0130.0390.114-0.057-0.0100.1720.0760.0420.0700.0840.0700.0730.0260.096-0.1030.0900.1140.069-0.0860.080-0.012-0.0380.080-0.0180.2430.116-0.2290.049-0.0470.0440.1340.019-0.1330.1300.0000.025
rotated_450.0400.1240.0180.013-0.0960.098-0.230-0.014-0.0690.2170.1280.3620.311-0.074-0.1060.027-0.2430.0860.1010.1500.092-0.1050.0410.0270.081-0.2720.0850.580-0.1770.1540.0790.1350.009-0.1560.0490.004-0.0600.3130.042-0.0200.239-0.0400.106-0.139-0.0120.2460.092-0.2160.0840.1850.0880.0670.1560.0340.1130.0430.144-0.1280.009-0.0280.1350.0850.1260.1620.1630.1020.1620.122-0.133-0.183-0.2290.213-0.404-0.0040.1290.088-0.3740.1050.0000.036
rotated_600.0710.0370.012-0.164-0.232-0.216-0.1810.090-0.531-0.0610.1520.404-0.689-0.133-0.136-0.105-0.2330.080-0.0040.2130.060-0.1130.043-0.0230.023-0.1980.0080.680-0.3280.078-0.129-0.0350.014-0.2660.0650.156-0.0560.258-0.0520.0720.120-0.1160.014-0.158-0.0430.3160.1270.0070.0970.2530.0490.128-0.0120.0650.0910.1220.106-0.2940.0270.0170.1450.096-0.0400.0370.3050.0580.0990.104-0.466-0.357-0.2290.057-0.616-0.0160.0410.021-0.562-0.0270.000-0.020
rotated_900.019-0.008-0.002-0.129-0.302-0.267-0.0940.014-0.031-0.258-0.1520.091-0.689-0.355-0.215-0.275-0.300-0.027-0.030-0.0330.059-0.058-0.0100.042-0.089-0.0720.0790.210-0.2640.0960.124-0.107-0.066-0.238-0.097-0.015-0.1860.024-0.088-0.159-0.083-0.1120.004-0.091-0.1590.1660.059-0.187-0.0050.197-0.023-0.018-0.0660.1540.0210.198-0.171-0.461-0.184-0.0660.186-0.083-0.340-0.1550.093-0.0820.0650.021-0.466-0.477-0.229-0.260-0.651-0.093-0.059-0.3120.438-0.1490.000-0.023
flipH0.0160.005-0.0070.0590.0550.0270.0310.023-0.006-0.0090.0520.1110.0470.017-0.0080.049-0.049-0.067-0.0480.078-0.041-0.064-0.0160.028-0.064-0.0510.0850.044-0.0930.016-0.114-0.1070.022-0.0540.073-0.058-0.0500.229-0.0860.041-0.0530.021-0.1360.037-0.1040.0140.044-0.1710.0130.1350.0060.036-0.077-0.0460.043-0.1290.0470.018-0.1250.1060.044-0.0230.0300.0050.0640.020-0.0670.038-0.028-0.032-0.229-0.025-0.0470.0630.043-0.1530.4130.1240.0000.070
flipV0.035-0.097-0.195-0.002-0.1490.124-0.215-0.170-0.347-0.1340.0580.149-0.189-0.049-0.282-0.171-0.292-0.011-0.104-0.1530.1330.041-0.008-0.027-0.076-0.334-0.0360.308-0.2990.0400.0740.049-0.011-0.248-0.247-0.0580.0170.098-0.067-0.120-0.141-0.110-0.043-0.036-0.040-0.0110.057-0.183-0.2420.0800.085-0.0010.2340.041-0.0140.082-0.005-0.275-0.265-0.2340.143-0.052-0.3170.1280.451-0.1410.048-0.024-0.157-0.261-0.229-0.036-0.458-0.056-0.044-0.158-0.062-0.0900.0000.270
dropout-0.0070.1190.0280.112-0.110-0.015-0.097-0.063-0.004-0.023-0.1940.253-0.083-0.143-0.335-0.159-0.081-0.171-0.149-0.099-0.019-0.0660.041-0.025-0.038-0.3290.059-0.040-0.118-0.109-0.120-0.107-0.066-0.008-0.247-0.0580.2940.1880.0500.148-0.022-0.0120.2140.196-0.2280.078-0.343-0.428-0.540-0.028-0.213-0.059-0.316-0.029-0.320-0.283-0.009-0.023-0.154-0.2550.057-0.226-0.1350.1500.205-0.0450.381-0.157-0.0120.393-0.229-0.240-0.1290.095-0.100-0.097-0.312-0.3640.000-0.230
Precision for model e2e_faster_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0140.0610.0300.0280.030-0.044-0.0120.1200.0890.0470.054-0.003-0.009-0.1010.0090.047-0.132-0.011-0.1300.017-0.040-0.1480.073-0.012-0.002-0.0680.0610.0020.038-0.010-0.055-0.0520.019-0.011-0.229-0.0550.0830.2520.0980.0790.164-0.0400.0950.0380.0850.0410.063-0.271-0.1010.0150.0170.0150.0630.0110.056-0.1040.0110.190-0.0250.0060.0250.0430.0020.0300.006-0.001-0.0060.0070.1160.1900.000-0.043-0.044-0.0010.0800.029-0.2590.1520.000-0.075
gaussianblur_10-0.011-0.5060.108-0.716-0.763-0.191-0.475-0.486-0.531-0.079-0.7080.0420.374-0.473-0.053-0.127-0.531-0.713-0.690-0.6130.1420.141-0.860-0.856-0.136-0.140-0.071-0.036-0.651-0.095-0.272-0.152-0.061-0.623-0.229-0.055-0.324-0.311-0.372-0.197-0.349-0.241-0.381-0.243-0.1660.0550.038-0.361-0.508-0.107-0.5170.1970.415-0.149-0.407-0.180-0.285-0.594-0.407-0.8250.2190.258-0.250-0.227-0.015-0.138-0.440-0.1250.080-0.6030.000-0.421-0.762-0.317-0.352-0.302-0.544-0.7080.000-0.252
gaussianblur_20-0.061-0.506-0.405-0.716-0.763-0.768-0.875-0.486-0.531-0.279-0.708-0.625-0.626-0.473-0.497-0.627-0.669-0.713-0.690-0.613-0.858-0.859-0.860-0.856-0.136-0.640-0.071-0.036-0.651-0.095-0.272-0.152-0.061-0.623-0.229-0.055-0.324-0.311-0.372-0.275-0.349-0.269-0.381-0.243-0.166-0.3630.080-0.415-0.508-0.013-0.5170.735-0.585-0.546-0.598-0.420-0.386-0.594-0.407-0.825-0.479-0.742-0.604-0.646-0.085-0.138-0.440-0.125-0.420-0.6030.000-0.421-0.762-0.317-0.352-0.302-0.544-0.7080.000-0.252
superpixels_0p10.003-0.257-0.100-0.127-0.109-0.088-0.291-0.197-0.405-0.177-0.2380.038-0.219-0.2360.2000.012-0.169-0.050-0.227-0.423-0.091-0.3920.1400.144-0.136-0.370-0.071-0.036-0.358-0.095-0.272-0.152-0.061-0.425-0.229-0.055-0.2620.022-0.1900.0760.158-0.092-0.381-0.083-0.1660.0040.062-0.182-0.174-0.009-0.1700.005-0.0960.109-0.350-0.308-0.1190.230-0.1870.0250.0110.112-0.2560.0130.665-0.007-0.154-0.053-0.1980.1500.000-0.211-0.4280.0780.2030.002-0.544-0.1140.000-0.252
superpixels_0p5-0.0690.161-0.2180.059-0.189-0.168-0.365-0.336-0.504-0.251-0.3550.009-0.422-0.2960.003-0.0020.331-0.713-0.690-0.613-0.3020.1410.140-0.856-0.136-0.296-0.071-0.036-0.401-0.095-0.272-0.152-0.061-0.464-0.229-0.055-0.324-0.311-0.372-0.088-0.1520.006-0.381-0.243-0.166-0.252-0.254-0.415-0.508-0.083-0.2100.137-0.5850.060-0.305-0.352-0.2260.406-0.3250.175-0.1650.092-0.3150.354-0.085-0.1380.185-0.1250.580-0.3300.000-0.421-0.3610.0180.244-0.302-0.544-0.2790.000-0.252
superpixels_0p85-0.101-0.506-0.3130.284-0.013-0.768-0.875-0.373-0.531-0.275-0.486-0.221-0.626-0.473-0.164-0.627-0.669-0.713-0.690-0.613-0.858-0.859-0.860-0.856-0.136-0.409-0.071-0.036-0.651-0.095-0.272-0.152-0.061-0.552-0.229-0.055-0.324-0.311-0.372-0.1080.151-0.029-0.381-0.243-0.166-0.363-0.587-0.415-0.5080.603-0.395-0.149-0.585-0.546-0.153-0.282-0.386-0.594-0.195-0.825-0.479-0.742-0.243-0.646-0.085-0.138-0.440-0.125-0.420-0.6030.000-0.421-0.762-0.317-0.352-0.302-0.544-0.2080.000-0.252
colorspace_250.025-0.0080.044-0.0080.043-0.0300.000-0.0330.034-0.034-0.0510.1350.038-0.173-0.0670.033-0.1310.012-0.229-0.0830.010-0.1370.045-0.0260.023-0.2110.0130.005-0.089-0.044-0.030-0.071-0.011-0.014-0.229-0.0550.0340.263-0.0100.0280.233-0.063-0.0340.0210.029-0.047-0.191-0.2420.1530.274-0.218-0.2650.4150.0520.040-0.084-0.0250.070-0.094-0.0470.0270.1120.0460.1120.017-0.0100.0440.0160.1940.1530.000-0.0680.0040.0230.1290.085-0.0680.0740.000-0.082
colorspace_500.0300.0370.0480.0330.035-0.057-0.0200.0210.070-0.057-0.079-0.002-0.080-0.246-0.0300.021-0.0930.019-0.145-0.1190.005-0.1370.031-0.0210.061-0.207-0.0170.007-0.150-0.043-0.079-0.1520.0050.003-0.229-0.0550.0550.2300.0250.0220.226-0.0700.0050.0760.039-0.010-0.062-0.227-0.5080.460-0.239-0.265-0.5850.034-0.031-0.200-0.0140.148-0.144-0.1000.0470.0690.0280.0990.007-0.1380.038-0.0240.2110.1910.000-0.026-0.0700.0150.0960.048-0.0440.0090.000-0.252
averageblur_5_110.026-0.0610.0780.0680.082-0.000-0.0610.0830.070-0.0560.1020.0230.068-0.175-0.004-0.071-0.1910.114-0.271-0.123-0.042-0.1620.0870.035-0.033-0.0040.089-0.036-0.1020.0150.061-0.1520.004-0.140-0.229-0.0550.0290.3220.0990.0980.260-0.0640.0300.107-0.078-0.0140.050-0.275-0.0710.095-0.1010.0290.213-0.0710.133-0.146-0.0770.107-0.0160.046-0.0170.092-0.068-0.0470.046-0.0820.036-0.0130.125-0.0080.000-0.0150.0770.0970.2250.077-0.2590.1890.0000.049
medianblur_1-0.0110.1690.0440.0780.051-0.006-0.1230.131-0.032-0.0260.167-0.0510.2640.027-0.140-0.003-0.258-0.013-0.185-0.125-0.063-0.1350.0860.0210.016-0.1110.054-0.036-0.097-0.009-0.020-0.1520.020-0.134-0.229-0.0550.0030.2390.0710.0270.354-0.0600.036-0.010-0.0790.067-0.090-0.190-0.1510.099-0.030-0.0230.104-0.081-0.053-0.108-0.0190.088-0.060-0.0630.0180.061-0.0730.1550.013-0.0590.154-0.0160.2720.1240.0000.045-0.0680.0710.2970.035-0.1280.0870.000-0.091
sharpen_00.015-0.1050.0150.082-0.006-0.021-0.0540.0880.031-0.0050.035-0.0300.030-0.227-0.087-0.017-0.048-0.039-0.1590.078-0.138-0.064-0.014-0.094-0.002-0.1860.0160.001-0.152-0.007-0.054-0.152-0.011-0.206-0.229-0.0550.0450.242-0.0090.0090.163-0.031-0.025-0.004-0.029-0.022-0.134-0.278-0.2850.1730.018-0.0100.192-0.086-0.009-0.173-0.0280.007-0.051-0.1000.1060.032-0.0570.1020.046-0.0730.065-0.0150.0880.0870.000-0.064-0.059-0.0430.090-0.058-0.4430.0030.000-0.252
sharpen_10.022-0.1240.029-0.0060.0610.021-0.0630.049-0.022-0.018-0.048-0.036-0.021-0.185-0.106-0.007-0.020-0.059-0.195-0.020-0.096-0.1470.005-0.085-0.084-0.1710.088-0.036-0.1530.0010.007-0.152-0.001-0.053-0.229-0.0550.0170.1740.0130.0280.206-0.027-0.0350.1030.092-0.009-0.194-0.248-0.1020.107-0.0000.0240.187-0.0560.024-0.173-0.0330.020-0.1300.0010.1040.082-0.0640.0980.020-0.0570.0560.0130.1920.0770.000-0.064-0.105-0.0190.102-0.018-0.169-0.0070.000-0.252
sharpen_20.015-0.1130.0560.0390.0630.042-0.1150.0750.064-0.0130.027-0.0370.040-0.125-0.0460.007-0.062-0.040-0.122-0.097-0.083-0.083-0.016-0.0670.040-0.1530.0180.002-0.208-0.0030.019-0.152-0.0090.014-0.229-0.0550.0290.175-0.0090.0350.213-0.022-0.0040.0360.013-0.008-0.136-0.205-0.1560.0890.026-0.0030.069-0.0790.100-0.167-0.0320.044-0.108-0.0520.0960.087-0.0190.0800.046-0.0620.071-0.0490.2030.0580.000-0.068-0.054-0.0370.096-0.056-0.3380.0190.000-0.252
addintensity_-800.0050.080-0.0160.0420.0170.029-0.0500.0300.059-0.050-0.0300.070-0.139-0.038-0.0330.009-0.161-0.114-0.126-0.0390.037-0.2570.0720.057-0.025-0.1230.0470.009-0.042-0.008-0.053-0.0500.021-0.166-0.142-0.0550.0410.2230.049-0.0250.172-0.0750.122-0.055-0.0580.0440.009-0.209-0.212-0.0190.0380.0740.037-0.0640.189-0.0920.0050.139-0.1170.0510.060-0.018-0.1220.0390.027-0.038-0.064-0.0510.161-0.0030.000-0.049-0.120-0.0290.0740.069-0.2940.0830.0000.112
addintensity_800.022-0.0520.0140.0780.050-0.0340.0070.0960.019-0.022-0.013-0.052-0.055-0.129-0.0180.085-0.0510.019-0.077-0.023-0.050-0.1210.045-0.056-0.053-0.1670.0170.0230.034-0.031-0.071-0.152-0.0030.003-0.229-0.0550.0290.1910.0630.0290.178-0.052-0.0190.058-0.0040.012-0.029-0.124-0.1260.1630.041-0.0230.060-0.0580.035-0.1600.020-0.049-0.094-0.0350.0200.0670.0520.115-0.006-0.0390.086-0.0030.1500.1910.000-0.0700.044-0.0190.0850.007-0.0830.0820.0000.032
elementrandomintensity_1-0.0590.056-0.0750.109-0.0340.1660.031-0.114-0.029-0.059-0.1180.0390.016-0.339-0.071-0.034-0.139-0.297-0.331-0.1920.013-0.4050.091-0.0350.039-0.2850.227-0.004-0.312-0.095-0.078-0.152-0.019-0.128-0.170-0.055-0.0130.038-0.016-0.0750.110-0.0900.381-0.129-0.166-0.0570.196-0.415-0.2290.372-0.247-0.059-0.1500.025-0.400-0.302-0.0590.122-0.246-0.2060.1070.167-0.0560.192-0.085-0.1380.310-0.0670.5800.3970.000-0.1280.238-0.189-0.010-0.116-0.544-0.2860.000-0.252
multiplyintensity_0p250.0230.0290.0820.1720.0760.025-0.0190.1040.0130.0020.0850.133-0.011-0.127-0.052-0.060-0.004-0.045-0.086-0.0310.039-0.0620.0590.0460.038-0.118-0.005-0.036-0.040-0.000-0.103-0.068-0.0120.090-0.229-0.055-0.0640.2840.0810.0580.332-0.0480.0610.0550.0070.0940.010-0.415-0.2580.2070.0240.1200.0510.0200.166-0.233-0.0220.054-0.076-0.1320.216-0.019-0.1030.0390.025-0.053-0.0110.0130.0210.1370.0000.022-0.0130.0570.109-0.021-0.0230.0950.0000.034
multiplyintensity_20.0120.0630.0160.0460.022-0.0510.0240.040-0.005-0.0170.0010.0100.043-0.113-0.0960.023-0.093-0.058-0.1080.0050.011-0.1400.057-0.042-0.021-0.1750.0570.031-0.036-0.040-0.009-0.152-0.032-0.060-0.229-0.0550.0680.2020.0990.0210.149-0.072-0.0940.0220.043-0.056-0.153-0.230-0.0660.004-0.029-0.018-0.064-0.1730.008-0.160-0.007-0.013-0.0980.0320.0300.099-0.0010.1450.024-0.0150.035-0.0320.1570.0910.000-0.009-0.0700.0170.085-0.026-0.0620.0350.0000.038
contrastnormalization_00.0240.0490.0310.022-0.007-0.0230.0100.0200.0640.029-0.0910.018-0.009-0.099-0.0600.022-0.154-0.062-0.120-0.0050.037-0.0660.0760.0240.117-0.1240.0460.0350.007-0.038-0.068-0.152-0.037-0.114-0.229-0.0550.0400.2610.042-0.0100.157-0.0530.0540.0240.118-0.0090.056-0.259-0.1560.0530.026-0.0200.093-0.0230.043-0.129-0.0080.072-0.0890.0370.0340.0100.0050.0940.009-0.0290.054-0.0250.1890.1290.0000.010-0.0710.0050.129-0.017-0.2170.0810.000-0.091
contrastnormalization_10.0160.0140.0310.0120.014-0.081-0.0140.0790.018-0.0200.0060.0670.021-0.141-0.0240.007-0.068-0.108-0.158-0.0260.029-0.1710.066-0.0000.015-0.1640.0410.004-0.004-0.033-0.062-0.1520.009-0.046-0.229-0.0550.0150.2340.0450.0390.160-0.0610.0280.0250.129-0.0080.068-0.294-0.2040.0960.0520.0540.169-0.0220.072-0.113-0.0490.090-0.133-0.0600.0410.0320.0050.0930.019-0.0110.025-0.0050.0540.1830.000-0.008-0.0810.0060.1210.007-0.1440.0760.000-0.062
contrastnormalization_20.0280.0060.0290.0020.048-0.007-0.0480.0760.066-0.067-0.0420.091-0.060-0.081-0.0350.029-0.045-0.023-0.1640.0570.004-0.1020.058-0.0350.050-0.1640.0530.0020.103-0.024-0.150-0.152-0.005-0.072-0.160-0.0550.0840.2500.0350.0470.184-0.058-0.0970.0380.100-0.008-0.013-0.247-0.174-0.0070.0220.0400.028-0.0100.044-0.1420.0070.136-0.1520.0460.0090.0620.067-0.0120.006-0.0010.0970.0090.1510.1090.000-0.003-0.130-0.0110.145-0.021-0.1440.0890.000-0.034
elastic_1-0.087-0.506-0.1280.284-0.7630.001-0.0850.076-0.281-0.094-0.3060.144-0.171-0.2810.503-0.076-0.040-0.475-0.440-0.213-0.119-0.4590.1400.115-0.136-0.282-0.071-0.036-0.6510.016-0.272-0.152-0.061-0.412-0.229-0.055-0.324-0.0750.4280.125-0.3490.019-0.381-0.243-0.1660.012-0.087-0.368-0.5080.078-0.2360.027-0.5850.045-0.444-0.230-0.2250.090-0.317-0.8250.140-0.064-0.2240.3540.248-0.138-0.440-0.125-0.420-0.6030.000-0.421-0.762-0.317-0.3520.132-0.544-0.1780.000-0.252
scaled_1p250.058-0.0190.0560.0890.0900.0240.0390.0190.1480.1010.0450.1510.093-0.1070.0220.0730.0310.088-0.1020.0580.057-0.0230.0630.050-0.004-0.0430.0250.2140.0740.3070.065-0.1520.0880.0300.069-0.0550.1100.2430.1290.0340.206-0.000-0.1220.1200.0710.0160.202-0.199-0.0990.1150.0830.1280.1370.0600.0600.0680.0500.009-0.0900.0690.1100.0900.0580.1140.062-0.0480.0230.0300.033-0.0070.0000.0430.1120.1600.1880.0160.0270.0930.000-0.044
scaled_0p75-0.085-0.151-0.180-0.050-0.002-0.060-0.0270.003-0.109-0.156-0.0470.0240.006-0.2490.037-0.008-0.110-0.011-0.241-0.062-0.063-0.099-0.027-0.080-0.099-0.189-0.0240.004-0.164-0.095-0.064-0.152-0.061-0.190-0.153-0.055-0.1050.046-0.291-0.104-0.102-0.178-0.197-0.025-0.166-0.150-0.025-0.207-0.181-0.091-0.165-0.011-0.132-0.1670.052-0.172-0.1790.051-0.230-0.027-0.042-0.131-0.1370.0070.008-0.092-0.089-0.083-0.2060.0050.000-0.1820.015-0.057-0.002-0.0820.2560.0090.0000.171
scaled_0p5-0.211-0.119-0.275-0.192-0.159-0.209-0.0650.064-0.296-0.253-0.261-0.208-0.142-0.209-0.185-0.118-0.190-0.171-0.223-0.141-0.240-0.246-0.176-0.174-0.136-0.209-0.071-0.036-0.282-0.095-0.169-0.152-0.061-0.294-0.229-0.055-0.307-0.089-0.372-0.155-0.155-0.230-0.381-0.243-0.166-0.198-0.145-0.245-0.185-0.306-0.317-0.207-0.137-0.146-0.086-0.212-0.279-0.132-0.284-0.0200.007-0.283-0.321-0.163-0.085-0.083-0.408-0.008-0.100-0.2380.000-0.268-0.132-0.164-0.177-0.1580.122-0.1760.0000.415
scaled_(1p25, 1p0)0.0520.0100.033-0.0190.0830.002-0.0070.0440.1080.0620.0560.155-0.001-0.179-0.0210.078-0.0520.074-0.1690.0460.0640.0100.0630.0690.134-0.1270.0520.0830.0790.1060.038-0.1520.0280.001-0.050-0.0550.0030.2530.0780.0360.2120.004-0.0390.0880.0660.0110.125-0.238-0.0830.0880.0670.0910.176-0.0640.1230.052-0.0060.036-0.064-0.0190.0590.0760.0460.0670.118-0.0900.031-0.0230.0660.1140.0000.0560.0790.1070.113-0.070-0.2940.0940.0000.004
scaled_(0p75, 1p0)-0.028-0.031-0.113-0.0320.020-0.0010.0010.0400.031-0.1110.097-0.028-0.054-0.173-0.040-0.041-0.123-0.054-0.204-0.080-0.056-0.057-0.037-0.104-0.019-0.103-0.0050.002-0.097-0.095-0.058-0.152-0.030-0.043-0.162-0.055-0.0110.133-0.035-0.0700.090-0.101-0.196-0.079-0.104-0.0610.021-0.183-0.193-0.043-0.072-0.0020.0020.0200.087-0.103-0.1200.144-0.1600.059-0.012-0.047-0.0220.0340.034-0.085-0.106-0.0610.137-0.0630.000-0.159-0.011-0.0790.022-0.0470.0560.1120.0000.034
scaled_(1p0, 1p25)0.0300.0350.0400.0900.085-0.075-0.0470.0280.1140.1390.0390.0850.077-0.095-0.0480.0710.017-0.104-0.115-0.042-0.012-0.0440.0520.028-0.040-0.0030.0580.082-0.0330.107-0.001-0.0540.029-0.009-0.044-0.0550.0980.2800.0200.0070.243-0.075-0.0780.056-0.0680.0730.076-0.141-0.0990.0920.0810.0530.1090.0660.1000.0030.0130.080-0.0770.0710.1250.135-0.0210.0600.024-0.0920.0540.0950.2500.1980.0000.030-0.0680.0390.114-0.028-0.2110.1110.000-0.052
scaled_(1p0, 0p75)-0.021-0.024-0.050-0.009-0.053-0.0410.001-0.028-0.060-0.0930.0390.105-0.001-0.155-0.0200.008-0.0780.021-0.176-0.0120.003-0.010-0.001-0.055-0.003-0.2820.0510.031-0.051-0.024-0.052-0.152-0.027-0.094-0.148-0.055-0.0400.150-0.075-0.0260.070-0.090-0.0820.033-0.074-0.072-0.004-0.203-0.1420.003-0.0370.046-0.040-0.1670.097-0.152-0.0650.032-0.174-0.048-0.0520.038-0.0520.0300.011-0.0670.011-0.073-0.1550.0790.000-0.077-0.025-0.0470.0610.0450.1030.0750.000-0.016
translate_(0p1, 0p1)-0.033-0.083-0.119-0.053-0.034-0.0540.069-0.018-0.002-0.1140.063-0.0050.035-0.192-0.014-0.044-0.078-0.054-0.2120.002-0.026-0.1010.0200.007-0.082-0.095-0.0390.004-0.122-0.095-0.046-0.152-0.026-0.115-0.229-0.055-0.0210.166-0.192-0.1110.011-0.118-0.069-0.024-0.021-0.0770.006-0.249-0.150-0.080-0.0950.010-0.011-0.0660.063-0.087-0.1190.076-0.216-0.0080.050-0.036-0.025-0.0200.005-0.093-0.129-0.0650.0560.0630.000-0.1340.025-0.051-0.038-0.0130.4560.0310.0000.101
translate_(0p1, -0p1)0.014-0.037-0.0200.0560.028-0.0300.0190.0770.0870.0330.0330.110-0.029-0.121-0.0050.011-0.067-0.026-0.2080.007-0.000-0.0710.0460.0540.0540.010-0.0090.006-0.1100.060-0.014-0.152-0.026-0.022-0.051-0.0550.0820.192-0.037-0.0010.101-0.0650.0240.0530.003-0.0080.064-0.286-0.0020.0820.0300.0350.0550.0000.090-0.091-0.0560.088-0.117-0.0240.0540.0560.0430.1280.095-0.058-0.014-0.0120.0710.0590.0000.078-0.002-0.0210.075-0.0420.2060.0720.0000.177
translate_(-0p1, 0p1)0.021-0.055-0.0740.043-0.0560.0230.0290.0080.091-0.071-0.0320.1560.031-0.1740.0390.059-0.0570.019-0.0750.031-0.004-0.0320.048-0.001-0.100-0.1490.1000.1480.0060.023-0.012-0.1520.0230.000-0.161-0.0550.1460.256-0.059-0.0120.128-0.092-0.2190.0420.033-0.0050.040-0.167-0.1070.0470.0340.0360.135-0.0630.234-0.032-0.0780.014-0.0900.0540.1020.039-0.0310.0680.020-0.0900.007-0.0430.1500.0680.0000.003-0.0170.0470.044-0.0580.4560.0130.0000.073
translate_(-0p1, -0p1)0.0570.0230.0240.0540.0310.063-0.0130.0100.1230.1310.0070.2090.205-0.1010.0180.118-0.0330.049-0.1000.0670.040-0.0260.0770.0210.084-0.0180.0600.2080.0230.3740.024-0.0680.0810.0270.079-0.0550.1310.3170.0900.0330.244-0.045-0.0970.0780.0860.0410.154-0.184-0.0430.1510.1190.1180.2150.0580.1140.0050.034-0.043-0.046-0.0080.1160.0560.0930.1080.119-0.0660.0890.0600.0080.1440.0000.104-0.0550.1010.2220.028-0.0440.1020.000-0.034
translate_(0p1, 0)-0.004-0.061-0.089-0.026-0.021-0.0570.0480.0050.053-0.0760.032-0.040-0.073-0.139-0.062-0.055-0.121-0.042-0.2380.0270.023-0.0530.0490.021-0.076-0.104-0.0060.042-0.097-0.095-0.029-0.152-0.029-0.031-0.166-0.0550.0210.182-0.029-0.0560.077-0.0840.025-0.0300.043-0.0210.031-0.248-0.195-0.083-0.025-0.0060.0130.0550.045-0.175-0.0620.094-0.153-0.0050.001-0.0470.027-0.0220.022-0.090-0.049-0.0320.0410.0740.000-0.110-0.006-0.0540.0360.014-0.2110.1120.0000.099
translate_(-0p1, 0)0.044-0.0240.0010.0730.0040.024-0.034-0.0030.065-0.0020.0280.045-0.019-0.1260.0110.119-0.0740.050-0.1260.0470.0090.0070.0360.0100.043-0.0870.0930.152-0.0210.067-0.003-0.1520.0070.004-0.083-0.0550.1110.2540.0430.0820.237-0.022-0.1440.1390.0600.0540.110-0.212-0.0890.0390.0790.1230.1530.0240.118-0.019-0.0050.029-0.0370.0360.1040.0820.0300.1420.125-0.0870.0480.0200.0180.1000.0000.015-0.0470.0700.146-0.032-0.2110.0460.0000.009
translate_(0, 0p1)-0.004-0.037-0.0630.008-0.054-0.0130.028-0.021-0.012-0.0870.0070.1180.060-0.178-0.0410.004-0.0330.003-0.1400.024-0.031-0.0270.039-0.033-0.057-0.191-0.002-0.0000.020-0.028-0.026-0.152-0.031-0.068-0.229-0.0550.0070.169-0.042-0.0270.022-0.092-0.0790.0690.014-0.0320.025-0.191-0.148-0.005-0.0050.0500.022-0.0070.096-0.056-0.0370.028-0.1290.0900.0530.063-0.0520.0230.004-0.0730.006-0.014-0.0030.1020.000-0.052-0.075-0.0430.011-0.0320.0270.0860.000-0.010
translate_(0, -0p1)0.0330.0730.0440.0610.030-0.005-0.0140.0090.0850.1210.0020.0790.154-0.1380.0150.101-0.0150.022-0.1440.0280.0020.0060.0640.0470.055-0.0670.0200.0380.0560.111-0.053-0.0560.0280.018-0.059-0.0550.1300.2410.0420.0480.218-0.028-0.0680.0510.0190.0290.120-0.2400.0230.1910.0720.0490.197-0.0220.099-0.0190.0080.031-0.0330.0100.0610.0760.0420.0810.075-0.0590.0840.0010.2120.0840.0000.119-0.0740.0290.1480.026-0.2720.1040.000-0.092
rotated_30.0300.0130.0360.036-0.014-0.025-0.0150.0410.0770.054-0.0130.033-0.036-0.0720.0070.109-0.100-0.032-0.1460.0200.008-0.0870.0390.020-0.039-0.0670.0520.0690.057-0.028-0.055-0.0450.0220.001-0.229-0.0550.1410.2610.1200.0290.176-0.034-0.0570.0920.0410.0130.062-0.176-0.2010.0480.0300.0470.1700.0180.0780.032-0.0200.090-0.0990.0650.0580.078-0.0220.0720.0920.0400.0500.036-0.0190.1000.0000.008-0.0570.0410.0920.021-0.1000.1430.000-0.042
rotated_50.0310.0670.0510.059-0.005-0.0100.0250.0540.1180.0430.0030.035-0.004-0.0870.0190.119-0.060-0.026-0.1300.0770.001-0.0530.038-0.003-0.038-0.0840.0780.0810.0540.0330.0720.0190.021-0.048-0.158-0.0550.0900.2400.0610.0080.279-0.0190.028-0.013-0.0030.0390.132-0.207-0.0810.0600.0620.0230.003-0.0090.1010.033-0.0240.092-0.0290.0530.1060.065-0.0200.0490.066-0.0240.0620.0420.2130.1160.0000.0730.139-0.0040.0710.029-0.2640.0990.000-0.031
rotated_100.0430.0960.0350.070-0.004-0.0320.0290.0620.1380.0790.0640.0360.145-0.135-0.0230.087-0.078-0.006-0.1310.0140.003-0.0410.0420.012-0.048-0.100-0.0030.2120.1090.0850.0840.1130.0260.051-0.229-0.0550.0510.2190.0210.0140.213-0.039-0.0300.0180.0180.0140.134-0.133-0.0960.1020.0780.0270.0830.1030.0560.052-0.0010.116-0.1110.0650.0980.118-0.0470.0850.015-0.0510.0810.0540.2890.2150.0000.1350.0990.0360.1360.0700.0810.1560.000-0.046
rotated_450.0180.0180.031-0.056-0.073-0.0060.125-0.0520.4690.0690.2030.114-0.126-0.122-0.1100.062-0.1600.088-0.0300.1180.072-0.2100.0710.044-0.028-0.1790.2510.3270.0250.2040.0980.1590.001-0.0650.169-0.055-0.1110.2740.073-0.0210.200-0.0310.035-0.107-0.0120.1580.119-0.0920.0390.1510.0500.0460.1140.0680.0170.0110.0370.085-0.130-0.1360.1230.1240.0560.1130.2230.0730.1990.162-0.020-0.0740.0000.1590.1410.0470.1260.119-0.4390.1480.000-0.073
rotated_600.0520.0610.058-0.091-0.1800.1520.125-0.0750.357-0.1260.2010.271-0.626-0.079-0.1290.021-0.1260.124-0.1440.0800.098-0.1850.0380.0610.099-0.1850.0670.188-0.2210.2650.0190.0030.001-0.1590.164-0.055-0.1390.2120.029-0.0940.294-0.0780.119-0.143-0.0350.1320.106-0.201-0.0080.1470.0250.084-0.0710.118-0.0690.1330.0210.073-0.127-0.0150.1730.066-0.119-0.0140.1880.185-0.0500.189-0.420-0.3230.0000.291-0.405-0.0630.031-0.052-0.544-0.0200.000-0.025
rotated_900.034-0.040-0.211-0.191-0.180-0.021-0.101-0.193-0.531-0.2670.0060.125-0.626-0.407-0.261-0.156-0.3580.144-0.1060.070-0.039-0.0290.0040.055-0.076-0.049-0.021-0.036-0.2670.073-0.099-0.152-0.061-0.214-0.003-0.055-0.1440.002-0.182-0.052-0.214-0.145-0.178-0.116-0.0140.121-0.057-0.127-0.1020.1400.0320.018-0.0490.086-0.0200.108-0.165-0.261-0.164-0.2580.131-0.149-0.362-0.0680.915-0.0120.0210.047-0.420-0.3530.000-0.098-0.502-0.081-0.048-0.102-0.344-0.2090.000-0.092
flipH0.0120.0080.0130.0200.041-0.0170.0200.0320.071-0.0200.0690.0210.131-0.0940.0110.073-0.058-0.045-0.1160.102-0.030-0.089-0.0190.028-0.026-0.1440.0740.034-0.1000.042-0.105-0.0520.065-0.070-0.0050.0260.0080.253-0.0420.0240.0680.034-0.1150.0360.0370.0370.023-0.215-0.0290.128-0.0230.115-0.266-0.0040.065-0.1170.022-0.044-0.0880.0040.104-0.0530.0850.0020.0050.0340.0480.0730.111-0.0060.000-0.000-0.0020.0610.028-0.0560.1700.1250.000-0.076
flipV0.0280.0680.0840.123-0.1400.051-0.252-0.125-0.273-0.1570.0230.092-0.239-0.139-0.266-0.103-0.307-0.0510.310-0.2850.1420.141-0.0120.030-0.012-0.449-0.0710.209-0.1760.0670.1350.085-0.018-0.226-0.229-0.055-0.1670.054-0.142-0.125-0.163-0.095-0.0040.055-0.025-0.058-0.017-0.228-0.2000.0150.0550.0510.0030.0220.048-0.0290.023-0.278-0.224-0.2700.254-0.078-0.274-0.0360.258-0.138-0.0330.0270.0160.0350.0000.103-0.281-0.041-0.031-0.134-0.259-0.1190.0000.210
dropout-0.0300.1910.0930.0240.1000.1070.058-0.0020.0130.0270.0300.1080.055-0.164-0.243-0.054-0.010-0.176-0.212-0.077-0.004-0.2270.0700.048-0.049-0.1230.0600.002-0.152-0.0950.088-0.152-0.061-0.145-0.229-0.0550.0730.101-0.0780.1000.259-0.0600.4190.0460.083-0.005-0.249-0.1190.3800.430-0.156-0.0710.040-0.016-0.325-0.320-0.1260.054-0.175-0.2370.052-0.111-0.0950.2480.115-0.1380.298-0.0840.0080.3970.000-0.2410.0120.110-0.130-0.069-0.015-0.3910.000-0.252
Precision for model e2e_faster_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.014-0.0820.0440.0540.006-0.009-0.0240.1010.102-0.026-0.0350.051-0.147-0.024-0.0140.025-0.1020.005-0.1090.009-0.017-0.0270.0720.0010.006-0.1220.0710.005-0.061-0.028-0.043-0.0670.0280.049-0.050-0.0820.0350.2540.0220.0770.163-0.009-0.0190.120-0.0260.021-0.069-0.195-0.1420.095-0.009-0.0290.1720.0440.134-0.1170.0030.075-0.0990.1140.0260.050-0.0430.030-0.006-0.0330.080-0.0050.1210.2090.000-0.017-0.0880.0600.0410.007-0.1520.0290.0000.097
gaussianblur_10-0.074-0.507-0.0260.2660.230-0.053-0.3090.509-0.5670.054-0.2520.083-0.145-0.472-0.302-0.594-0.6590.061-0.704-0.0370.1290.184-0.8420.145-0.147-0.336-0.111-0.029-0.665-0.099-0.277-0.164-0.0540.410-0.294-0.082-0.339-0.305-0.365-0.155-0.282-0.235-0.3680.772-0.224-0.037-0.246-0.2180.479-0.013-0.3050.545-0.141-0.071-0.273-0.266-0.121-0.6210.5910.224-0.1660.296-0.2240.0400.013-0.137-0.439-0.1430.103-0.6000.000-0.195-0.780-0.3320.6300.065-0.581-0.7120.000-0.210
gaussianblur_20-0.230-0.507-0.423-0.734-0.770-0.745-0.855-0.491-0.567-0.280-0.752-0.584-0.645-0.472-0.509-0.658-0.659-0.732-0.704-0.637-0.871-0.816-0.842-0.855-0.147-0.644-0.111-0.029-0.665-0.099-0.277-0.164-0.054-0.590-0.294-0.082-0.339-0.305-0.365-0.295-0.359-0.278-0.368-0.228-0.2240.1290.389-0.418-0.521-0.275-0.555-0.295-0.474-0.535-0.663-0.476-0.387-0.621-0.409-0.776-0.441-0.704-0.372-0.650-0.092-0.137-0.439-0.143-0.397-0.6000.000-0.395-0.780-0.332-0.370-0.335-0.581-0.7120.000-0.210
superpixels_0p10.025-0.211-0.100-0.014-0.1170.061-0.243-0.244-0.290-0.152-0.357-0.061-0.533-0.2950.0240.079-0.250-0.105-0.378-0.357-0.165-0.3010.1450.145-0.147-0.178-0.111-0.029-0.213-0.099-0.277-0.1640.032-0.283-0.294-0.082-0.3390.3080.0730.0150.221-0.0580.2990.013-0.2240.0150.108-0.246-0.1030.212-0.214-0.0280.2160.203-0.384-0.367-0.1520.059-0.1500.0240.0950.209-0.1920.0440.408-0.137-0.0530.0090.083-0.0550.000-0.158-0.4100.1240.181-0.125-0.581-0.1110.000-0.210
superpixels_0p5-0.030-0.084-0.2140.066-0.233-0.150-0.409-0.290-0.486-0.247-0.487-0.163-0.448-0.337-0.073-0.158-0.436-0.160-0.704-0.494-0.033-0.1160.1580.145-0.147-0.354-0.111-0.029-0.248-0.099-0.277-0.164-0.054-0.386-0.294-0.082-0.339-0.305-0.365-0.173-0.3590.013-0.368-0.228-0.224-0.007-0.095-0.145-0.521-0.037-0.2380.070-0.474-0.150-0.326-0.414-0.2660.071-0.3220.224-0.0760.185-0.3060.207-0.092-0.137-0.064-0.143-0.087-0.3290.000-0.395-0.4520.1820.201-0.251-0.581-0.1320.000-0.210
superpixels_0p85-0.116-0.507-0.3610.266-0.642-0.745-0.105-0.491-0.567-0.272-0.598-0.188-0.645-0.139-0.223-0.658-0.6590.268-0.704-0.637-0.871-0.8160.158-0.855-0.147-0.316-0.111-0.029-0.665-0.099-0.277-0.164-0.054-0.428-0.294-0.082-0.339-0.305-0.365-0.128-0.359-0.135-0.368-0.228-0.224-0.371-0.611-0.418-0.5210.600-0.3290.013-0.474-0.535-0.663-0.4110.013-0.621-0.183-0.776-0.4410.296-0.382-0.650-0.092-0.137-0.439-0.143-0.397-0.6000.000-0.395-0.446-0.332-0.370-0.335-0.581-0.7120.000-0.210
colorspace_250.031-0.0690.0500.0200.004-0.0080.0360.0020.058-0.013-0.0670.2240.004-0.113-0.0080.005-0.026-0.008-0.262-0.111-0.0120.0310.0490.0330.028-0.0890.0070.007-0.158-0.046-0.024-0.0830.037-0.107-0.222-0.0820.0310.2370.0360.0070.159-0.082-0.0270.1240.036-0.075-0.186-0.1950.0830.420-0.240-0.2950.5260.199-0.004-0.182-0.0050.051-0.063-0.0360.0640.0960.0380.0820.019-0.0640.113-0.0350.1540.1660.000-0.0340.0320.0330.1050.010-0.009-0.0180.000-0.210
colorspace_500.038-0.0750.0600.001-0.0070.003-0.050-0.0040.040-0.036-0.0510.215-0.025-0.198-0.0440.007-0.092-0.027-0.197-0.135-0.049-0.1690.0650.0040.056-0.184-0.0360.012-0.083-0.043-0.055-0.1640.002-0.094-0.294-0.0820.0270.240-0.068-0.0200.148-0.0710.0350.070-0.049-0.0250.090-0.062-0.1050.482-0.246-0.295-0.4740.093-0.094-0.295-0.0070.076-0.099-0.0840.0760.0820.0190.0700.005-0.0590.094-0.0190.1380.1740.000-0.023-0.0610.0670.099-0.013-0.081-0.0630.000-0.210
averageblur_5_110.028-0.0030.0740.1050.075-0.004-0.0650.0870.0820.031-0.0070.250-0.054-0.115-0.043-0.047-0.175-0.001-0.178-0.074-0.133-0.0130.0840.072-0.110-0.0360.2020.016-0.040-0.0070.053-0.164-0.016-0.029-0.223-0.0820.0740.3330.0050.1460.1510.0040.0780.071-0.1350.031-0.041-0.258-0.1320.152-0.089-0.0570.1340.0210.227-0.1260.0040.0600.006-0.0040.0340.049-0.0120.0160.086-0.080-0.020-0.0170.080-0.0420.000-0.037-0.1600.0590.0920.012-0.2060.1290.000-0.046
medianblur_10.0010.0390.0590.046-0.0290.039-0.0760.1160.019-0.0660.0800.0500.229-0.071-0.184-0.012-0.285-0.031-0.175-0.090-0.087-0.0030.0720.072-0.055-0.168-0.0520.015-0.088-0.056-0.011-0.1640.011-0.102-0.294-0.0820.1230.2670.0910.1110.220-0.0210.0140.018-0.0930.023-0.131-0.2080.0300.058-0.019-0.0110.1990.0300.030-0.098-0.0050.125-0.0800.0380.0340.120-0.0400.1320.012-0.0310.169-0.0200.203-0.0360.000-0.040-0.0580.0280.160-0.039-0.1310.0700.0000.025
sharpen_00.017-0.0790.0340.0250.0030.003-0.0090.0090.012-0.011-0.017-0.0010.022-0.083-0.069-0.015-0.064-0.042-0.230-0.0820.006-0.0070.035-0.051-0.028-0.2120.020-0.006-0.219-0.011-0.030-0.1640.007-0.146-0.215-0.082-0.0330.2260.0100.0190.142-0.019-0.0270.129-0.081-0.002-0.087-0.241-0.2660.1880.015-0.0020.229-0.043-0.098-0.266-0.0160.038-0.0490.0190.0810.093-0.0230.0480.057-0.0910.085-0.0390.2230.0020.000-0.0610.032-0.0040.117-0.065-0.0810.0720.000-0.210
sharpen_10.015-0.0370.028-0.014-0.0130.0640.0240.0020.004-0.003-0.0420.0120.011-0.030-0.080-0.035-0.058-0.057-0.263-0.0240.0080.0380.046-0.0430.047-0.1360.013-0.006-0.226-0.019-0.050-0.1640.0070.061-0.222-0.0820.0230.232-0.0050.0580.213-0.030-0.0600.173-0.1590.014-0.139-0.149-0.1330.1830.052-0.0330.2080.030-0.053-0.2090.007-0.0060.0180.0500.0670.088-0.0180.0950.012-0.1370.095-0.0470.3030.0040.000-0.017-0.0440.0120.119-0.015-0.0810.0530.0000.110
sharpen_20.015-0.1210.022-0.0190.0150.029-0.0200.0440.0640.005-0.0090.044-0.030-0.052-0.0510.001-0.042-0.087-0.279-0.135-0.0100.0480.039-0.0510.023-0.1380.035-0.012-0.180-0.006-0.004-0.1640.012-0.076-0.206-0.082-0.0160.220-0.0030.0420.227-0.023-0.0340.080-0.000-0.004-0.058-0.180-0.1990.1390.024-0.0570.001-0.0090.024-0.230-0.0120.004-0.0550.0050.0720.135-0.0080.1290.018-0.0910.158-0.0430.228-0.0700.0000.0600.0130.0130.082-0.013-0.0810.0070.0000.165
addintensity_-800.0210.0640.0080.063-0.0310.134-0.106-0.031-0.015-0.070-0.1190.161-0.002-0.008-0.064-0.088-0.147-0.043-0.098-0.0600.002-0.2000.0630.051-0.008-0.0930.0610.034-0.013-0.0260.013-0.1640.0080.009-0.154-0.0820.0310.1930.107-0.0430.239-0.0590.025-0.004-0.0030.037-0.026-0.216-0.192-0.053-0.0120.1790.249-0.0350.074-0.145-0.0220.138-0.0800.0780.1050.077-0.0620.0250.006-0.0270.047-0.0370.0190.0210.000-0.009-0.0900.0280.0630.006-0.1520.0220.0000.040
addintensity_800.017-0.0060.0030.005-0.040-0.0230.0120.0490.0190.036-0.0300.0810.005-0.0850.0100.064-0.073-0.004-0.110-0.055-0.025-0.0660.051-0.0690.038-0.164-0.0040.028-0.062-0.032-0.042-0.1640.003-0.004-0.2170.0180.0840.1640.0810.0160.129-0.064-0.033-0.002-0.056-0.005-0.031-0.148-0.1270.205-0.008-0.080-0.0350.0470.094-0.1830.0080.007-0.0830.0120.0730.1210.0020.0880.002-0.0400.073-0.0170.0970.2200.000-0.026-0.0030.0110.088-0.028-0.1890.0000.667-0.045
elementrandomintensity_1-0.0580.001-0.1440.0530.0340.0520.120-0.125-0.104-0.046-0.2270.136-0.195-0.217-0.245-0.155-0.148-0.226-0.272-0.1830.001-0.2160.109-0.008-0.147-0.2700.1880.006-0.317-0.099-0.125-0.164-0.0540.048-0.294-0.0820.1790.0630.018-0.0460.2850.0160.382-0.0880.088-0.0480.183-0.265-0.5210.100-0.263-0.2020.017-0.084-0.533-0.377-0.0980.220-0.2260.0020.0910.0460.0450.0820.408-0.1370.561-0.1430.6030.1210.0000.0400.220-0.123-0.055-0.022-0.081-0.2960.000-0.210
multiplyintensity_0p250.0310.0150.0660.0960.0680.153-0.0290.0610.0400.0420.1000.2420.022-0.081-0.027-0.044-0.032-0.012-0.053-0.0470.0110.0380.0890.0110.043-0.149-0.0230.013-0.005-0.013-0.016-0.164-0.0060.049-0.112-0.0820.0430.2960.1090.0630.234-0.0310.0320.1470.0600.0380.041-0.037-0.1880.400-0.0410.0120.1280.0650.121-0.273-0.022-0.0240.001-0.0500.1590.040-0.0500.1170.010-0.0890.088-0.0040.0640.1550.0000.004-0.0380.0410.1020.048-0.1520.0130.0000.165
multiplyintensity_20.0160.040-0.008-0.033-0.0130.010-0.0160.038-0.050-0.037-0.0810.0050.099-0.1210.002-0.009-0.079-0.060-0.116-0.072-0.052-0.0220.067-0.0060.038-0.1550.0440.090-0.081-0.045-0.103-0.164-0.022-0.056-0.129-0.0820.0060.2300.018-0.0020.120-0.046-0.0350.108-0.124-0.014-0.171-0.217-0.0640.075-0.029-0.0730.118-0.0710.005-0.1430.0190.056-0.1230.0220.0740.0830.0090.1230.027-0.0450.0690.0120.0440.0220.000-0.025-0.2140.0250.079-0.046-0.194-0.0560.0000.090
contrastnormalization_00.029-0.0160.0300.045-0.041-0.059-0.0200.0150.0710.001-0.1180.066-0.001-0.0480.018-0.029-0.114-0.065-0.083-0.0340.004-0.0230.0540.0070.053-0.133-0.0390.0450.001-0.029-0.057-0.0660.006-0.095-0.234-0.0820.0220.1890.0840.0100.148-0.059-0.0100.004-0.068-0.006-0.041-0.126-0.1740.1020.026-0.0540.225-0.0220.090-0.116-0.0000.031-0.0360.0130.0380.0310.0100.098-0.002-0.0680.123-0.0680.160-0.0050.000-0.030-0.1090.0350.073-0.006-0.206-0.0490.0000.034
contrastnormalization_10.020-0.0650.0110.082-0.047-0.0730.0010.0860.057-0.0510.0050.106-0.006-0.098-0.0100.034-0.038-0.045-0.0990.003-0.011-0.1150.0670.0010.096-0.136-0.0150.0450.039-0.020-0.108-0.0590.039-0.044-0.146-0.001-0.0200.2410.0420.0070.149-0.039-0.0210.1370.123-0.0160.027-0.237-0.0660.0870.027-0.0250.2260.0700.048-0.103-0.0020.090-0.129-0.0080.0460.0000.0470.0660.009-0.0580.1360.0200.1860.1930.000-0.023-0.2070.0410.053-0.085-0.1420.0410.0000.050
contrastnormalization_20.032-0.0360.0370.025-0.009-0.037-0.0010.0250.0190.016-0.0640.131-0.048-0.073-0.029-0.008-0.006-0.061-0.097-0.021-0.038-0.0700.049-0.0040.083-0.148-0.0030.006-0.041-0.022-0.069-0.1640.006-0.117-0.047-0.0820.0430.2210.0440.0340.159-0.037-0.0530.0090.0300.034-0.050-0.184-0.2290.042-0.0040.0170.147-0.0130.029-0.1350.0080.083-0.0980.0260.0330.0600.0200.0710.013-0.0900.1050.0380.3270.2360.0000.004-0.1050.0290.071-0.019-0.131-0.0320.0000.150
elastic_1-0.029-0.507-0.1480.266-0.770-0.120-0.158-0.028-0.4550.021-0.1150.0650.355-0.028-0.009-0.1960.025-0.470-0.0120.030-0.002-0.3790.158-0.009-0.147-0.228-0.111-0.0290.335-0.002-0.027-0.164-0.054-0.196-0.294-0.082-0.339-0.0210.2070.5380.6410.080-0.3680.1050.7760.157-0.147-0.329-0.5210.112-0.218-0.0160.5260.104-0.456-0.375-0.0520.379-0.316-0.2760.1840.061-0.0410.2740.575-0.137-0.4390.191-0.397-0.6000.0000.089-0.780-0.332-0.370-0.0780.419-0.0200.000-0.210
scaled_1p250.061-0.0060.0580.0140.0500.0470.0350.0840.1090.0770.0060.3020.103-0.0460.0240.106-0.0310.062-0.0640.0310.0020.0200.0640.1040.055-0.0380.0150.2090.0640.3380.108-0.1640.0930.0690.011-0.0820.0720.2680.1320.0500.2600.014-0.0100.123-0.0020.0360.130-0.133-0.0030.1200.0910.1180.2700.1040.0770.0350.0490.001-0.0730.0040.1470.1190.1200.0890.110-0.0640.1090.0910.0350.0800.0000.098-0.0340.1430.208-0.014-0.1810.0830.000-0.004
scaled_0p75-0.080-0.130-0.201-0.056-0.068-0.080-0.031-0.056-0.207-0.201-0.1300.087-0.005-0.1050.028-0.085-0.081-0.030-0.217-0.040-0.084-0.049-0.012-0.095-0.093-0.232-0.055-0.029-0.153-0.099-0.096-0.164-0.054-0.087-0.177-0.082-0.143-0.003-0.236-0.102-0.082-0.174-0.147-0.055-0.192-0.189-0.118-0.157-0.174-0.107-0.1980.027-0.017-0.1320.128-0.162-0.1230.034-0.2170.0020.013-0.107-0.1130.0490.026-0.099-0.089-0.104-0.0570.0110.000-0.194-0.083-0.068-0.051-0.127-0.110-0.0530.0000.030
scaled_0p5-0.219-0.197-0.303-0.179-0.223-0.151-0.126-0.011-0.383-0.215-0.295-0.166-0.251-0.152-0.237-0.117-0.212-0.239-0.299-0.189-0.243-0.164-0.155-0.180-0.147-0.170-0.111-0.029-0.280-0.099-0.198-0.164-0.054-0.299-0.294-0.082-0.323-0.095-0.340-0.182-0.256-0.241-0.368-0.228-0.224-0.189-0.137-0.226-0.222-0.294-0.339-0.193-0.126-0.124-0.028-0.152-0.282-0.149-0.2900.0530.048-0.303-0.357-0.207-0.092-0.137-0.411-0.0620.103-0.3310.000-0.220-0.206-0.180-0.209-0.2290.008-0.2340.0000.190
scaled_(1p25, 1p0)0.0500.056-0.0120.0210.0780.0670.0710.0950.0500.015-0.0840.1440.133-0.0730.0260.093-0.0470.082-0.1010.0250.0080.0290.0620.0580.055-0.0370.0330.168-0.0140.1250.023-0.1640.049-0.062-0.125-0.0130.0540.2310.0700.0760.222-0.014-0.0390.100-0.0320.0190.059-0.141-0.0170.0820.0510.1110.286-0.0620.0310.0630.0390.033-0.1150.0120.0800.0790.0750.1010.049-0.0560.0070.0560.0220.0650.0000.0970.0310.1080.107-0.071-0.0810.0450.0000.142
scaled_(0p75, 1p0)-0.030-0.070-0.125-0.014-0.0440.019-0.021-0.029-0.065-0.125-0.1000.110-0.018-0.1020.061-0.075-0.164-0.094-0.180-0.025-0.071-0.0250.001-0.127-0.098-0.096-0.0490.029-0.192-0.099-0.144-0.164-0.021-0.058-0.227-0.082-0.0690.130-0.080-0.0520.067-0.100-0.098-0.007-0.166-0.078-0.076-0.260-0.149-0.066-0.120-0.0260.0300.0820.158-0.185-0.0970.039-0.1080.0650.033-0.087-0.0760.0970.015-0.0850.005-0.0640.059-0.0120.000-0.140-0.072-0.034-0.007-0.072-0.0650.0570.0000.056
scaled_(1p0, 1p25)0.0370.0430.0600.0890.0570.017-0.0170.0520.0670.1300.0140.1490.0240.0660.0010.122-0.080-0.058-0.125-0.060-0.0210.0110.0630.028-0.0230.003-0.0200.0610.0040.103-0.005-0.0680.0360.047-0.127-0.0820.0740.2290.076-0.0120.172-0.042-0.0440.0070.0560.0270.069-0.174-0.0180.149-0.0000.0190.2550.1250.056-0.0260.0100.071-0.0900.0640.1250.0770.0450.0930.002-0.0940.1210.0520.2720.1290.0000.126-0.0290.0120.118-0.020-0.1390.0510.000-0.004
scaled_(1p0, 0p75)-0.008-0.016-0.098-0.037-0.0210.0470.0270.001-0.123-0.123-0.0740.133-0.056-0.080-0.0120.005-0.0300.019-0.157-0.017-0.046-0.0210.001-0.038-0.052-0.214-0.0660.008-0.108-0.042-0.085-0.164-0.019-0.062-0.143-0.082-0.0810.076-0.057-0.0270.105-0.0730.040-0.021-0.073-0.066-0.079-0.106-0.0930.056-0.091-0.0570.227-0.1500.005-0.123-0.0380.002-0.185-0.043-0.019-0.036-0.0470.036-0.006-0.0630.033-0.041-0.0270.0520.000-0.061-0.109-0.0560.021-0.002-0.2190.0320.0000.251
translate_(0p1, 0p1)-0.023-0.156-0.141-0.054-0.040-0.0320.037-0.017-0.106-0.165-0.0690.1060.019-0.1040.011-0.082-0.123-0.034-0.148-0.019-0.037-0.0860.014-0.007-0.112-0.189-0.0430.006-0.109-0.099-0.108-0.164-0.014-0.095-0.129-0.082-0.0340.089-0.067-0.101-0.032-0.141-0.050-0.008-0.137-0.024-0.083-0.150-0.166-0.083-0.131-0.0440.107-0.0130.116-0.151-0.0940.116-0.2410.0750.017-0.032-0.0210.020-0.007-0.087-0.084-0.0760.1180.0170.000-0.101-0.040-0.021-0.0340.0400.086-0.0010.0000.075
translate_(0p1, -0p1)0.023-0.050-0.0230.0230.070-0.0080.0620.0380.0270.010-0.0070.179-0.033-0.018-0.017-0.037-0.065-0.019-0.0930.009-0.028-0.0240.0680.007-0.0480.034-0.0420.040-0.0790.063-0.062-0.060-0.0180.004-0.172-0.0820.0120.226-0.0110.0090.064-0.0840.0400.016-0.0400.0390.057-0.3040.0090.0930.025-0.0030.0810.0250.076-0.108-0.0230.119-0.0520.0150.090-0.0050.0480.034-0.006-0.045-0.0030.0080.0330.0250.000-0.015-0.003-0.0260.0840.073-0.0810.0250.0000.062
translate_(-0p1, 0p1)0.025-0.112-0.0840.032-0.0130.088-0.0290.0630.030-0.106-0.0520.281-0.066-0.1080.0420.051-0.0530.001-0.0690.002-0.0240.0440.0450.014-0.021-0.2170.0370.160-0.0050.040-0.029-0.1640.0410.015-0.180-0.0820.0350.255-0.0080.0040.181-0.044-0.1040.0840.177-0.0170.010-0.147-0.0790.050-0.0260.0300.2460.0000.070-0.034-0.014-0.006-0.1410.0400.0850.052-0.0170.029-0.009-0.0610.0820.0170.0970.0810.0000.0350.0050.0500.056-0.040-0.0090.0420.0000.165
translate_(-0p1, -0p1)0.0510.0340.0350.0540.0910.0770.0240.0830.0370.097-0.0360.2320.1050.0250.0420.1220.0310.023-0.0770.0520.0030.0370.0860.007-0.0240.0340.0490.2300.0240.3050.0000.0180.0960.012-0.099-0.0160.0520.2980.1760.0440.186-0.015-0.1000.0240.1330.0120.067-0.1510.0460.1770.0780.1670.2480.1120.035-0.0160.0830.034-0.0430.0720.1370.1000.0840.0970.127-0.1190.0800.104-0.0010.0030.0000.125-0.0260.0660.2200.044-0.1810.0610.0000.251
translate_(0p1, 0)-0.003-0.075-0.1210.022-0.0050.0140.038-0.033-0.055-0.116-0.0160.0670.016-0.111-0.034-0.050-0.0750.002-0.1360.018-0.033-0.0230.067-0.000-0.044-0.0870.0040.045-0.126-0.027-0.093-0.164-0.019-0.031-0.175-0.082-0.0370.137-0.016-0.0570.064-0.0530.0670.024-0.090-0.020-0.055-0.179-0.108-0.060-0.056-0.0580.131-0.0010.078-0.106-0.0590.125-0.1290.0400.026-0.100-0.0430.0840.009-0.0930.012-0.0310.0440.0610.000-0.045-0.072-0.0090.0330.0440.086-0.0120.0000.142
translate_(-0p1, 0)0.042-0.008-0.0310.0490.0240.0300.0780.0210.033-0.021-0.1160.0970.054-0.0200.0380.096-0.0420.030-0.0830.0290.0080.0560.0540.0140.055-0.1000.0440.220-0.0000.156-0.075-0.1640.038-0.012-0.049-0.0820.0580.2230.1110.0520.1980.008-0.0490.1090.1050.0660.096-0.140-0.0650.0890.0280.0460.1900.0490.170-0.0410.0400.102-0.0740.0300.1320.0880.0490.1110.039-0.0950.1000.0500.1120.0530.0000.073-0.0410.1010.122-0.025-0.1810.0230.0000.020
translate_(0, 0p1)0.002-0.054-0.0660.017-0.034-0.0160.008-0.015-0.014-0.1350.0200.119-0.040-0.1470.0270.026-0.044-0.004-0.107-0.040-0.066-0.0180.058-0.036-0.026-0.229-0.0390.009-0.088-0.027-0.066-0.1640.012-0.009-0.124-0.082-0.0270.147-0.012-0.0130.102-0.055-0.0440.108-0.153-0.026-0.095-0.197-0.0220.006-0.0260.0120.2020.0330.154-0.094-0.036-0.005-0.1610.1090.0130.061-0.045-0.026-0.007-0.0310.098-0.0390.1770.1250.000-0.034-0.0940.0170.0070.0270.0190.0320.0000.165
translate_(0, -0p1)0.0360.0950.0530.0810.0740.008-0.0200.0960.0480.1160.0140.1330.073-0.0310.0790.057-0.004-0.012-0.105-0.053-0.0210.0220.0770.023-0.032-0.025-0.0520.0750.0010.113-0.061-0.0750.0390.060-0.116-0.0820.0840.2410.0910.0340.128-0.023-0.0370.0450.0110.0480.038-0.1840.0320.1570.0300.0260.2230.0880.057-0.0340.0180.027-0.0330.0060.0800.1010.0350.071-0.013-0.0650.0990.0540.1530.0660.0000.044-0.0390.0140.1270.067-0.2470.0920.0000.190
rotated_30.033-0.0540.0250.025-0.0150.0160.0070.0480.0770.0090.0540.051-0.181-0.0040.0200.067-0.0970.043-0.150-0.007-0.0430.0480.070-0.008-0.023-0.0900.0300.088-0.0130.033-0.036-0.0610.0560.013-0.115-0.0820.0800.1940.1290.0150.2170.014-0.0400.0970.0000.039-0.000-0.109-0.0670.0650.0120.0330.1570.0580.0890.0000.0000.070-0.0270.0670.1050.073-0.0120.1290.038-0.0250.163-0.0450.0870.1770.0000.053-0.0330.0430.0700.006-0.0090.0710.0000.056
rotated_50.0310.0360.0530.028-0.0070.060-0.0010.0770.0780.0690.0620.080-0.151-0.0190.0360.084-0.0800.011-0.1480.042-0.0350.0590.052-0.012-0.046-0.0980.0640.123-0.0630.034-0.047-0.0640.0290.048-0.160-0.0820.0260.2100.1310.0410.2330.006-0.0190.141-0.004-0.0120.065-0.150-0.0730.0620.0530.0180.1110.0690.112-0.0190.0240.056-0.0190.0700.0910.0510.0150.0990.0330.0630.139-0.0110.2270.1470.0000.0370.0780.0390.138-0.002-0.1520.0750.0000.040
rotated_100.0490.1220.0350.0230.0170.0620.0370.0810.1210.1000.0620.1890.1230.042-0.0010.087-0.0420.012-0.1140.0510.0180.0440.0430.0160.002-0.0510.0350.210-0.0340.0910.0490.0730.0660.046-0.066-0.0820.0150.2760.0260.0150.242-0.038-0.0290.126-0.0060.0580.082-0.109-0.0590.1440.0340.0250.1780.0950.0850.0450.0100.087-0.0860.0190.1210.037-0.0100.0560.0880.0340.1500.0550.2380.1330.0000.1020.0110.0080.0990.086-0.1100.1380.0000.040
rotated_450.0390.0760.086-0.037-0.0760.0410.098-0.1060.069-0.0000.1730.216-0.099-0.325-0.2060.023-0.2090.018-0.0510.0080.077-0.0260.0850.0600.174-0.2130.2790.309-0.1370.2030.0730.085-0.015-0.0770.125-0.010-0.0840.2240.079-0.0350.403-0.0610.156-0.1160.0570.120-0.009-0.2240.0210.1780.0920.0540.0440.0530.0950.0490.0230.064-0.098-0.0990.1200.1390.0140.0290.1920.0280.0820.0360.1030.0000.0000.0950.0290.0640.0640.211-0.4270.1260.000-0.110
rotated_600.0360.1110.148-0.090-0.1550.0190.016-0.1120.004-0.222-0.0150.345-0.645-0.313-0.213-0.038-0.1850.1450.1410.1320.038-0.0660.0570.0400.058-0.2830.0760.447-0.0670.155-0.0040.011-0.054-0.1990.002-0.082-0.1810.195-0.049-0.0660.143-0.0560.082-0.089-0.0810.239-0.008-0.2490.0550.2680.0120.1000.0610.094-0.0820.0560.051-0.270-0.027-0.1900.1430.135-0.1490.0010.2320.2040.0870.149-0.397-0.1710.0000.034-0.392-0.0730.0380.157-0.516-0.0820.000-0.067
rotated_900.038-0.078-0.044-0.219-0.3530.016-0.223-0.312-0.167-0.2800.0190.146-0.395-0.347-0.252-0.159-0.3880.1050.1710.0690.0010.0840.0320.058-0.034-0.1030.006-0.029-0.1800.0850.081-0.164-0.054-0.165-0.202-0.082-0.0920.049-0.126-0.147-0.086-0.1960.068-0.101-0.0850.149-0.079-0.230-0.2310.1520.0260.0440.0790.103-0.0310.109-0.161-0.221-0.093-0.3570.270-0.082-0.269-0.1080.108-0.0140.083-0.022-0.397-0.4330.0000.034-0.571-0.094-0.047-0.335-0.247-0.1850.000-0.014
flipH0.0190.0080.0120.0150.0280.0580.0410.027-0.0560.0130.0910.1030.052-0.0150.0070.031-0.055-0.034-0.0170.057-0.043-0.0010.013-0.003-0.073-0.1310.0620.040-0.1410.080-0.078-0.0630.082-0.0800.1110.003-0.0590.176-0.0610.0450.0220.055-0.0580.066-0.0170.0580.038-0.197-0.0040.080-0.0200.0560.0430.0060.101-0.0830.0260.000-0.0950.1000.091-0.0290.0650.080-0.0400.0470.0820.0760.2380.0200.0000.0080.0460.0390.105-0.0380.1340.1150.000-0.010
flipV0.0560.159-0.0290.004-0.1860.087-0.2690.024-0.393-0.1630.1010.076-0.1450.048-0.295-0.171-0.283-0.000-0.038-0.2890.113-0.278-0.039-0.0310.027-0.3640.0120.389-0.0020.0970.0070.0360.029-0.217-0.294-0.019-0.1180.081-0.080-0.132-0.140-0.0940.006-0.056-0.066-0.0320.012-0.141-0.0630.074-0.0110.025-0.0640.116-0.157-0.0380.079-0.399-0.231-0.0810.129-0.056-0.2510.1760.293-0.0190.0260.014-0.019-0.1390.000-0.114-0.274-0.021-0.035-0.139-0.331-0.0840.0000.075
dropout-0.0070.1740.040-0.008-0.4100.127-0.005-0.0730.0470.003-0.1120.2160.083-0.107-0.1150.037-0.122-0.154-0.076-0.2330.058-0.2230.0790.026-0.147-0.321-0.035-0.001-0.118-0.099-0.007-0.164-0.054-0.024-0.294-0.0820.0610.1370.1220.0310.022-0.0350.154-0.0240.0200.007-0.361-0.121-0.3350.249-0.157-0.0570.165-0.094-0.381-0.305-0.0380.018-0.127-0.1040.141-0.0240.0450.2220.135-0.1370.176-0.1430.2690.1370.000-0.0440.2200.126-0.094-0.1470.044-0.4060.000-0.210
Precision for model e2e_faster_rcnn_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.028-0.0240.0570.018-0.0240.0350.0160.0340.051-0.0130.0220.093-0.039-0.022-0.0280.010-0.1420.003-0.174-0.092-0.062-0.0100.0710.0250.067-0.1180.0520.004-0.061-0.023-0.061-0.1820.030-0.031-0.124-0.0600.0080.1780.0710.0390.151-0.037-0.0060.1090.0020.028-0.020-0.153-0.1490.0730.0430.0170.174-0.0100.058-0.0340.0040.054-0.0960.077-0.0300.064-0.0370.0680.0290.0120.0380.0050.0560.107-0.322-0.040-0.0480.0780.0470.002-0.2280.0640.0000.071
gaussianblur_10-0.134-0.536-0.0090.265-0.768-0.130-0.210-0.151-0.5270.275-0.7040.4280.044-0.169-0.321-0.453-0.4060.273-0.7480.331-0.1700.153-0.8480.166-0.131-0.357-0.103-0.043-0.661-0.102-0.259-0.182-0.067-0.619-0.300-0.060-0.359-0.304-0.327-0.235-0.402-0.286-0.359-0.238-0.214-0.0570.034-0.343-0.458-0.146-0.4870.1280.5280.021-0.343-0.317-0.278-0.568-0.0670.2870.0600.274-0.380-0.186-0.083-0.153-0.4430.3640.091-0.614-0.322-0.420-0.7220.7030.636-0.303-0.486-0.6880.000-0.180
gaussianblur_20-0.257-0.536-0.408-0.735-0.768-0.777-0.876-0.484-0.527-0.281-0.704-0.572-0.623-0.404-0.477-0.682-0.656-0.727-0.748-0.669-0.866-0.847-0.848-0.834-0.131-0.654-0.103-0.043-0.661-0.102-0.259-0.182-0.067-0.619-0.300-0.060-0.359-0.304-0.327-0.286-0.402-0.312-0.359-0.238-0.2140.0710.418-0.411-0.458-0.181-0.487-0.276-0.472-0.531-0.589-0.421-0.371-0.568-0.420-0.713-0.419-0.726-0.517-0.628-0.083-0.153-0.443-0.136-0.409-0.614-0.322-0.420-0.722-0.297-0.364-0.303-0.486-0.6880.000-0.180
superpixels_0p10.028-0.217-0.0020.030-0.018-0.035-0.130-0.253-0.350-0.171-0.2030.0140.068-0.1550.043-0.059-0.2200.119-0.132-0.144-0.101-0.0850.0680.166-0.131-0.2760.150-0.043-0.1900.064-0.259-0.182-0.067-0.366-0.300-0.060-0.0170.1860.075-0.0720.227-0.0350.443-0.0400.0560.0870.134-0.0590.0180.160-0.1120.0070.147-0.102-0.257-0.286-0.0900.172-0.2040.015-0.0090.069-0.280-0.0490.417-0.071-0.049-0.063-0.080-0.037-0.322-0.141-0.3230.0940.116-0.063-0.4860.1080.000-0.180
superpixels_0p5-0.062-0.029-0.0700.201-0.1840.036-0.369-0.307-0.461-0.262-0.381-0.220-0.077-0.176-0.120-0.172-0.347-0.727-0.748-0.383-0.255-0.247-0.070-0.034-0.131-0.439-0.1030.202-0.329-0.102-0.259-0.182-0.067-0.477-0.300-0.060-0.359-0.3040.026-0.187-0.108-0.022-0.359-0.238-0.214-0.2210.049-0.100-0.4580.227-0.1800.1070.328-0.031-0.192-0.350-0.1810.345-0.3060.0650.1530.011-0.404-0.417-0.083-0.153-0.047-0.136-0.085-0.383-0.322-0.330-0.2600.1310.083-0.242-0.486-0.2020.000-0.180
superpixels_0p85-0.105-0.536-0.243-0.735-0.340-0.777-0.438-0.339-0.527-0.278-0.574-0.352-0.623-0.289-0.383-0.682-0.656-0.727-0.748-0.669-0.866-0.8470.152-0.834-0.131-0.500-0.103-0.043-0.661-0.102-0.259-0.182-0.067-0.421-0.300-0.060-0.359-0.3040.673-0.225-0.4020.021-0.359-0.238-0.214-0.358-0.582-0.411-0.4580.553-0.261-0.276-0.472-0.531-0.322-0.293-0.264-0.568-0.257-0.713-0.4190.274-0.475-0.628-0.083-0.1530.057-0.136-0.187-0.614-0.322-0.4200.2780.037-0.253-0.303-0.486-0.3880.000-0.180
colorspace_250.039-0.0800.0720.0070.0070.0140.009-0.0150.057-0.0450.0360.2140.035-0.057-0.044-0.023-0.0220.043-0.168-0.021-0.043-0.0630.0660.0230.032-0.180-0.037-0.043-0.108-0.048-0.045-0.182-0.005-0.181-0.186-0.0600.0420.2060.1020.0060.147-0.0920.0080.0650.109-0.041-0.098-0.2340.0570.244-0.162-0.2760.528-0.0090.069-0.1680.0010.094-0.1370.0700.042-0.0370.0270.1010.021-0.0190.044-0.0360.0420.086-0.322-0.0480.0140.0450.091-0.0250.0140.0410.000-0.038
colorspace_500.048-0.0850.0530.039-0.0240.019-0.0130.0020.046-0.020-0.0020.1590.025-0.119-0.0050.014-0.044-0.037-0.178-0.003-0.047-0.1750.0660.0140.040-0.204-0.057-0.043-0.179-0.052-0.052-0.1820.037-0.132-0.215-0.0600.0280.1480.080-0.0050.154-0.094-0.0220.0340.0930.0040.076-0.1710.1670.370-0.189-0.276-0.472-0.0320.158-0.2230.0090.125-0.1620.0230.027-0.0180.0040.1140.008-0.0650.030-0.0110.2510.115-0.322-0.0410.0560.0670.081-0.0070.1290.0380.000-0.019
averageblur_5_110.036-0.0800.0540.0720.057-0.046-0.0730.0350.1170.008-0.0420.156-0.012-0.0490.094-0.080-0.1290.042-0.134-0.047-0.079-0.1160.0540.022-0.008-0.0090.044-0.007-0.094-0.0080.008-0.182-0.029-0.030-0.300-0.0600.0030.3090.0180.0930.2630.0050.0380.0370.0690.0010.073-0.232-0.1550.070-0.0110.0630.170-0.0540.088-0.117-0.0200.128-0.0640.0130.0150.077-0.091-0.0290.186-0.072-0.0220.0020.0330.064-0.322-0.097-0.0520.0370.0920.044-0.2190.1530.0000.110
medianblur_10.0050.1210.0400.0370.041-0.013-0.1580.0580.061-0.0320.0120.0780.2350.020-0.175-0.009-0.210-0.025-0.048-0.178-0.104-0.1180.1060.0440.030-0.1510.0210.024-0.130-0.070-0.052-0.182-0.017-0.241-0.300-0.0600.0170.1760.0600.0750.187-0.0690.0940.0120.0200.006-0.084-0.0920.0140.1630.0130.0110.100-0.076-0.027-0.118-0.0120.156-0.023-0.0570.0160.007-0.1310.0990.083-0.0450.013-0.0590.057-0.035-0.322-0.067-0.0840.0000.203-0.038-0.1530.0220.0000.008
sharpen_00.024-0.1410.0330.0090.0140.024-0.084-0.004-0.0080.0250.0170.0830.113-0.095-0.0720.006-0.0430.019-0.1930.001-0.058-0.0390.041-0.0380.030-0.173-0.0050.007-0.154-0.043-0.023-0.182-0.005-0.082-0.124-0.0600.0330.1540.0580.0510.141-0.054-0.0260.139-0.0130.041-0.044-0.255-0.2940.0800.0300.0370.274-0.0100.020-0.212-0.0060.000-0.0430.1350.0430.0940.0130.1710.045-0.0420.006-0.0080.1270.057-0.322-0.077-0.1350.0090.073-0.031-0.1330.0330.000-0.180
sharpen_10.024-0.0590.0250.0420.087-0.021-0.048-0.041-0.0010.013-0.0390.1060.054-0.039-0.014-0.012-0.061-0.057-0.1740.013-0.0550.0280.039-0.0190.044-0.1550.005-0.043-0.162-0.027-0.046-0.1820.0130.024-0.092-0.0600.0490.2080.1120.0570.144-0.023-0.0580.120-0.0080.029-0.028-0.192-0.0760.0460.054-0.0300.249-0.0450.048-0.1290.0120.048-0.0570.0540.0460.058-0.0140.1210.0860.066-0.011-0.0440.2780.124-0.322-0.046-0.0780.0210.087-0.018-0.1590.0690.0000.014
sharpen_20.017-0.1650.028-0.0060.0340.022-0.087-0.0390.0560.015-0.0260.0750.079-0.0440.0050.013-0.069-0.013-0.197-0.044-0.058-0.0380.034-0.0300.018-0.144-0.013-0.008-0.133-0.0270.018-0.182-0.003-0.085-0.210-0.060-0.0170.1490.0300.0590.200-0.020-0.0300.0090.0950.025-0.059-0.085-0.1360.0980.023-0.0200.180-0.0200.090-0.179-0.0080.066-0.0970.0560.0350.1020.0290.1900.041-0.0010.085-0.0200.1250.103-0.322-0.035-0.0950.0070.062-0.033-0.0650.0190.0000.190
addintensity_-800.011-0.0540.0020.060-0.0120.042-0.055-0.003-0.0520.006-0.0690.111-0.093-0.0490.007-0.063-0.079-0.080-0.087-0.0390.004-0.1310.0760.0340.059-0.0830.022-0.017-0.022-0.022-0.088-0.1820.030-0.053-0.236-0.060-0.0160.1970.088-0.0320.188-0.122-0.059-0.0220.0010.030-0.049-0.221-0.1830.0430.0230.0840.078-0.0330.078-0.0780.0120.151-0.1180.0850.0340.032-0.0950.0510.004-0.076-0.035-0.038-0.0200.006-0.322-0.092-0.121-0.0070.051-0.067-0.1310.1210.0000.037
addintensity_800.029-0.0250.0340.050-0.007-0.011-0.051-0.0130.0260.0380.0040.0530.068-0.0420.0270.009-0.1040.002-0.103-0.050-0.091-0.0260.0650.0020.019-0.1720.0200.050-0.091-0.041-0.084-0.1820.049-0.083-0.2280.0080.0510.1890.1390.0350.135-0.059-0.006-0.0030.0660.005-0.016-0.143-0.0480.1370.062-0.003-0.062-0.0230.037-0.0710.012-0.069-0.0960.053-0.0160.0420.0120.1360.061-0.0160.0310.003-0.0180.153-0.322-0.078-0.0280.0450.080-0.013-0.1490.0920.000-0.118
elementrandomintensity_1-0.087-0.039-0.0280.1290.1450.0130.113-0.096-0.135-0.082-0.2510.116-0.286-0.182-0.093-0.096-0.138-0.169-0.259-0.0760.054-0.0970.089-0.028-0.023-0.2930.026-0.014-0.174-0.059-0.073-0.182-0.0670.068-0.300-0.0600.0550.0550.082-0.0420.204-0.0550.279-0.0500.064-0.002-0.088-0.380-0.4580.013-0.191-0.1770.329-0.136-0.411-0.305-0.0950.190-0.2200.0160.070-0.133-0.0930.204-0.083-0.1530.123-0.1360.5910.249-0.322-0.1840.0280.1730.008-0.015-0.236-0.1960.000-0.180
multiplyintensity_0p250.047-0.0440.0900.1310.0450.0400.0220.0890.073-0.0020.0650.2030.151-0.0430.051-0.108-0.035-0.101-0.129-0.036-0.0250.0410.0710.0360.020-0.0600.0510.012-0.067-0.024-0.041-0.182-0.018-0.043-0.180-0.0600.0000.2210.0910.0370.269-0.0480.1600.0650.0600.0690.059-0.168-0.1640.1690.0640.0540.258-0.0060.053-0.1410.0110.045-0.124-0.0930.123-0.086-0.1140.1160.022-0.0630.0490.0550.0100.121-0.322-0.076-0.0630.0550.090-0.007-0.2130.0090.0000.159
multiplyintensity_20.0130.0200.0280.038-0.0300.013-0.0660.0470.027-0.013-0.0170.0340.062-0.0860.002-0.008-0.077-0.051-0.150-0.039-0.075-0.0450.0810.0040.041-0.1990.034-0.013-0.042-0.033-0.097-0.1820.008-0.071-0.221-0.0600.0330.1170.129-0.0210.128-0.0730.0510.0400.019-0.010-0.100-0.209-0.0310.0230.0590.0080.059-0.061-0.040-0.1380.003-0.020-0.0960.0480.0300.0900.0230.1380.101-0.0210.0440.001-0.0110.012-0.322-0.0510.0080.0120.0940.010-0.2530.0740.0000.144
contrastnormalization_00.036-0.0850.0610.0180.074-0.023-0.038-0.0070.0530.023-0.0690.0690.015-0.0520.0140.046-0.003-0.056-0.1620.001-0.034-0.0570.0590.0570.042-0.1440.0490.047-0.044-0.040-0.047-0.182-0.008-0.097-0.138-0.0600.0810.1670.0780.0320.102-0.091-0.044-0.0110.0690.0240.031-0.193-0.2390.0840.0330.0040.1760.0130.069-0.0230.0060.106-0.0880.1310.0070.037-0.0140.0940.0120.0170.045-0.0290.1450.047-0.322-0.046-0.0930.0630.089-0.0490.0680.1250.000-0.019
contrastnormalization_10.030-0.0680.0290.0390.015-0.041-0.0500.0570.004-0.013-0.0220.1140.044-0.0770.0200.029-0.0340.009-0.147-0.050-0.035-0.1690.076-0.0030.086-0.140-0.0160.017-0.046-0.039-0.079-0.1820.016-0.0930.022-0.0600.0300.1890.0990.0190.194-0.080-0.0600.0650.0120.018-0.008-0.137-0.1220.1230.0130.0070.249-0.019-0.000-0.0700.0140.074-0.1140.0420.0080.0200.0520.105-0.083-0.0470.0410.0200.0930.106-0.322-0.050-0.1260.0460.117-0.043-0.0750.1200.000-0.031
contrastnormalization_20.033-0.0580.0440.082-0.007-0.004-0.0050.0230.0010.0200.0140.168-0.003-0.0710.0060.037-0.049-0.034-0.160-0.034-0.004-0.0910.069-0.0180.067-0.1860.0930.049-0.045-0.030-0.059-0.1820.017-0.055-0.100-0.0600.0400.1910.111-0.0140.140-0.076-0.0670.0300.072-0.004-0.062-0.205-0.2180.1150.0260.0260.040-0.0250.052-0.1020.0290.042-0.1120.067-0.0050.0520.0240.1130.075-0.0090.066-0.0120.2500.204-0.322-0.044-0.1350.0150.096-0.039-0.0760.1150.0000.015
elastic_1-0.142-0.536-0.139-0.735-0.768-0.2140.1240.112-0.351-0.074-0.4220.147-0.073-0.2230.523-0.191-0.352-0.341-0.132-0.305-0.351-0.459-0.0700.066-0.131-0.305-0.103-0.043-0.661-0.053-0.116-0.182-0.067-0.278-0.300-0.060-0.359-0.1250.1730.3220.5980.078-0.359-0.2380.7860.0660.133-0.251-0.458-0.004-0.224-0.0040.5280.096-0.362-0.321-0.0910.432-0.312-0.2130.174-0.005-0.0530.372-0.0830.847-0.443-0.136-0.409-0.614-0.322-0.134-0.722-0.297-0.3640.268-0.486-0.1050.000-0.180
scaled_1p250.063-0.0300.0730.0180.0330.0600.0530.0640.0430.098-0.0220.2600.103-0.0390.1160.1020.0160.041-0.095-0.0160.016-0.0710.0870.1240.055-0.0370.0310.2070.0820.2980.091-0.0960.121-0.0180.060-0.0600.0880.2570.1470.0420.137-0.009-0.0170.1420.015-0.0200.146-0.164-0.0170.0870.1090.1820.0800.105-0.0020.128-0.016-0.004-0.071-0.0470.0860.0490.0930.0760.119-0.1340.0330.0650.0140.026-0.3220.113-0.0720.1370.215-0.093-0.2170.1500.000-0.037
scaled_0p75-0.078-0.096-0.191-0.055-0.031-0.0520.048-0.020-0.118-0.152-0.1020.067-0.090-0.1080.026-0.077-0.082-0.058-0.298-0.092-0.097-0.036-0.014-0.024-0.095-0.166-0.067-0.043-0.146-0.102-0.077-0.182-0.067-0.084-0.300-0.060-0.1020.021-0.257-0.124-0.174-0.220-0.212-0.056-0.172-0.144-0.021-0.250-0.082-0.169-0.1400.031-0.012-0.0810.020-0.104-0.1250.053-0.222-0.005-0.041-0.151-0.1510.0290.007-0.092-0.152-0.104-0.210-0.073-0.322-0.258-0.023-0.068-0.039-0.1730.0850.0220.000-0.031
scaled_0p5-0.205-0.188-0.270-0.133-0.211-0.206-0.093-0.045-0.318-0.228-0.238-0.175-0.062-0.122-0.145-0.116-0.241-0.174-0.352-0.193-0.241-0.206-0.164-0.147-0.104-0.285-0.103-0.043-0.218-0.102-0.191-0.182-0.067-0.331-0.300-0.060-0.341-0.051-0.304-0.158-0.287-0.269-0.266-0.238-0.120-0.207-0.114-0.227-0.174-0.304-0.323-0.184-0.147-0.162-0.220-0.080-0.248-0.176-0.288-0.0130.003-0.331-0.345-0.151-0.083-0.101-0.406-0.052-0.027-0.227-0.322-0.301-0.101-0.173-0.148-0.0650.264-0.1700.0000.173
scaled_(1p25, 1p0)0.0620.0570.015-0.0090.0530.0370.0080.0490.0460.0390.0030.072-0.023-0.0500.0370.110-0.0520.044-0.1170.0380.0350.0170.0560.1120.111-0.0960.0750.156-0.0170.098-0.006-0.1000.051-0.070-0.086-0.0600.0750.1880.0790.0560.267-0.039-0.0260.1370.0880.0410.097-0.1880.0480.0600.1250.0770.190-0.0600.0920.058-0.0090.037-0.108-0.0060.0160.0710.0510.1050.1050.009-0.006-0.0010.0420.084-0.3220.034-0.0270.1270.098-0.037-0.2590.0830.000-0.024
scaled_(0p75, 1p0)-0.028-0.029-0.133-0.0430.008-0.055-0.005-0.002-0.018-0.137-0.0190.0800.104-0.0330.049-0.005-0.117-0.036-0.241-0.010-0.094-0.0630.038-0.038-0.072-0.145-0.0290.044-0.113-0.102-0.072-0.182-0.001-0.105-0.163-0.060-0.0570.149-0.026-0.0600.051-0.157-0.091-0.048-0.108-0.042-0.075-0.109-0.150-0.094-0.0340.0290.1630.0140.038-0.094-0.1040.048-0.1560.057-0.024-0.088-0.0520.0640.021-0.084-0.050-0.0610.147-0.002-0.322-0.157-0.070-0.076-0.037-0.0580.0140.0580.0000.023
scaled_(1p0, 1p25)0.038-0.0070.0720.0330.0540.0380.0040.0500.1140.126-0.0120.1280.1130.0170.0390.095-0.020-0.036-0.1410.001-0.034-0.0470.0800.0480.067-0.0670.0460.0770.0480.0790.005-0.0950.0390.017-0.047-0.0600.0480.2500.0620.0010.135-0.077-0.0830.0880.0430.0340.099-0.1130.0020.0260.0950.0650.0810.0600.006-0.030-0.022-0.013-0.0540.0160.1230.0110.0520.084-0.009-0.0310.0660.0510.3170.105-0.3220.055-0.0060.0540.155-0.041-0.2750.1580.0000.060
scaled_(1p0, 0p75)-0.003-0.025-0.061-0.015-0.0660.008-0.0180.085-0.045-0.094-0.0150.051-0.046-0.045-0.011-0.0190.0130.036-0.1890.001-0.0410.006-0.018-0.019-0.006-0.236-0.025-0.010-0.055-0.028-0.094-0.1820.001-0.078-0.227-0.002-0.0660.086-0.040-0.0330.038-0.126-0.072-0.041-0.031-0.084-0.084-0.211-0.1490.031-0.0570.0150.062-0.104-0.075-0.019-0.032-0.010-0.090-0.027-0.032-0.028-0.0760.0330.014-0.0660.003-0.049-0.1990.076-0.322-0.081-0.042-0.0150.014-0.029-0.0420.0140.0000.002
translate_(0p1, 0p1)-0.020-0.219-0.128-0.042-0.024-0.0010.023-0.020-0.023-0.1490.0670.104-0.026-0.1120.011-0.074-0.042-0.040-0.217-0.053-0.047-0.0580.0320.038-0.109-0.165-0.0740.022-0.087-0.038-0.085-0.1820.020-0.044-0.184-0.060-0.0650.093-0.055-0.106-0.111-0.179-0.0730.007-0.131-0.037-0.066-0.157-0.063-0.128-0.0950.0340.142-0.0130.053-0.093-0.0990.060-0.2040.0250.021-0.062-0.0960.0050.007-0.092-0.027-0.1040.0630.020-0.322-0.160-0.039-0.001-0.052-0.098-0.1010.0170.0000.034
translate_(0p1, -0p1)0.019-0.042-0.009-0.0150.0850.0120.0250.0060.0970.0460.0560.137-0.012-0.0230.0180.007-0.008-0.093-0.159-0.010-0.003-0.0470.0680.0640.0100.007-0.0060.055-0.0720.025-0.057-0.0940.000-0.022-0.081-0.0600.0280.2200.015-0.0250.011-0.1080.003-0.0260.0370.0150.006-0.236-0.002-0.0030.0600.0320.1410.0780.083-0.076-0.0710.000-0.0550.020-0.003-0.066-0.0100.0730.012-0.059-0.0560.0010.1360.073-0.322-0.014-0.1240.0680.0290.024-0.1780.1050.0000.079
translate_(-0p1, 0p1)0.028-0.052-0.0550.0600.0330.0270.0410.0520.053-0.1080.0050.1650.012-0.0800.0430.050-0.0630.037-0.141-0.001-0.0220.0770.0370.0290.007-0.1460.0440.1700.0580.014-0.053-0.1820.0620.005-0.232-0.0600.0250.1980.0810.0290.137-0.116-0.1390.0750.076-0.045-0.017-0.141-0.097-0.0040.0180.0540.2440.0090.1090.056-0.0120.026-0.1180.0880.0140.062-0.0710.0460.073-0.043-0.049-0.0110.079-0.012-0.322-0.0630.0540.1160.022-0.118-0.1770.0820.0000.015
translate_(-0p1, -0p1)0.063-0.0560.0360.0500.0730.0490.0430.0860.0900.154-0.0010.2550.2140.0130.0960.1600.0540.033-0.1290.0410.0180.0740.0840.0640.073-0.0450.0810.1880.0550.3070.016-0.0160.0940.045-0.0090.0040.0420.2510.1320.0340.152-0.035-0.0890.1140.1360.0670.126-0.1220.0640.0800.1230.1390.2900.0930.0630.1180.0360.077-0.0460.0900.0330.0520.0850.0940.045-0.0860.0840.0300.1390.095-0.3220.066-0.0020.1160.190-0.062-0.2230.0940.000-0.025
translate_(0p1, 0)-0.001-0.074-0.0820.0090.0010.0030.010-0.0150.029-0.0820.0220.080-0.038-0.0510.012-0.031-0.0740.008-0.204-0.032-0.013-0.0200.0590.023-0.053-0.117-0.0220.022-0.119-0.034-0.051-0.1820.010-0.040-0.188-0.060-0.0210.125-0.000-0.0700.064-0.1170.0260.0220.020-0.030-0.031-0.225-0.027-0.081-0.0520.0060.1320.0060.126-0.118-0.0780.040-0.1260.008-0.036-0.054-0.0320.065-0.004-0.050-0.069-0.0510.0580.056-0.322-0.060-0.0830.0270.021-0.073-0.2990.0550.0000.053
translate_(-0p1, 0)0.0420.028-0.0340.0730.0710.0150.0050.0390.0530.0350.0050.1080.018-0.0450.0680.119-0.0230.089-0.1400.071-0.0200.0670.0800.0590.070-0.1180.0660.1630.0500.131-0.056-0.1010.013-0.017-0.065-0.0600.0860.2420.1200.0940.192-0.043-0.0520.1030.0540.0160.087-0.0910.0590.0720.0800.0750.2320.0050.1610.0550.0150.063-0.1020.0860.0090.0780.0160.1210.047-0.043-0.0270.0190.0170.142-0.3220.030-0.0130.0920.122-0.108-0.2520.0720.0000.007
translate_(0, 0p1)0.005-0.109-0.0520.0350.0040.006-0.0400.0180.029-0.1280.0550.0330.039-0.0810.0040.017-0.080-0.013-0.132-0.037-0.0420.0160.057-0.005-0.001-0.230-0.0260.019-0.056-0.036-0.081-0.1820.035-0.043-0.1730.003-0.0230.2000.033-0.0510.036-0.091-0.0830.034-0.029-0.018-0.078-0.217-0.072-0.0080.014-0.0030.121-0.0030.109-0.024-0.0300.019-0.1120.0370.0260.004-0.0740.0660.0760.0110.023-0.0370.0270.050-0.322-0.078-0.1110.031-0.0130.027-0.1410.0730.0000.023
translate_(0, -0p1)0.0370.0130.0650.0430.0680.033-0.0200.0630.0960.1340.0190.1550.0360.0360.0740.0840.001-0.033-0.1630.008-0.0210.0180.0690.0550.059-0.0750.0430.046-0.0160.081-0.045-0.0950.0460.031-0.087-0.0080.0570.2520.0780.0160.088-0.063-0.0730.0920.207-0.0070.064-0.199-0.0210.1280.1170.0320.2620.0640.0260.0650.0400.017-0.0370.0830.0200.0160.0070.089-0.004-0.0530.0730.0890.1860.032-0.3220.021-0.0780.0380.1360.048-0.1290.0710.0000.035
rotated_30.0350.0490.0490.0580.0100.0540.0130.0500.0970.0060.0470.1030.029-0.0150.0840.058-0.0360.025-0.159-0.0220.002-0.0630.0600.0580.040-0.1150.0890.0950.021-0.0350.009-0.0880.0470.031-0.141-0.0600.0700.2280.0920.0090.129-0.029-0.0310.1050.0170.0320.010-0.142-0.083-0.0060.0730.0490.1690.0260.0530.0660.0080.037-0.0800.0310.0290.0250.0010.1180.0970.0410.029-0.0180.0970.056-0.322-0.058-0.0540.0310.079-0.075-0.2080.1010.000-0.005
rotated_50.0320.0790.0440.0470.075-0.076-0.0270.0370.1500.0880.0470.1130.023-0.0260.0590.053-0.0430.002-0.157-0.015-0.056-0.0430.0590.0630.026-0.1210.0660.089-0.0140.0400.0500.0770.0360.041-0.101-0.0600.0190.2080.1190.0270.185-0.041-0.0560.1100.0510.0180.060-0.136-0.1270.0920.0630.0660.1140.0480.0690.0640.009-0.011-0.0360.0470.0710.003-0.0390.1200.0890.0210.0820.0250.2310.181-0.322-0.0490.0190.0420.079-0.007-0.0760.0860.0000.029
rotated_100.0440.0790.0350.0330.0330.0000.0010.0700.1070.1270.0270.0720.130-0.0720.0770.093-0.0100.005-0.1570.054-0.026-0.0750.0500.0450.073-0.0800.0290.1030.0360.0790.1170.0350.050-0.035-0.156-0.0010.0170.2690.1290.0110.157-0.024-0.0010.1260.1220.0300.130-0.1730.0230.0350.0850.0570.1590.0650.1270.0910.0030.148-0.0780.0360.1140.061-0.0330.0470.108-0.0030.1250.0370.1950.143-0.3220.050-0.0010.0920.1160.071-0.0740.1290.000-0.025
rotated_450.0320.0300.084-0.100-0.045-0.0140.020-0.1820.1210.1020.1500.2500.377-0.113-0.0300.034-0.1590.050-0.1460.1610.083-0.0640.0720.0840.030-0.3470.2030.313-0.0630.1590.1200.0120.040-0.1420.0160.116-0.0600.2520.0800.0200.280-0.0840.139-0.116-0.0440.1820.040-0.133-0.0070.0800.1030.0900.1970.009-0.0170.050-0.0470.031-0.272-0.0800.0170.168-0.1220.0580.1470.0170.0780.037-0.4090.070-0.3220.0190.0460.0400.0370.006-0.3830.1310.000-0.106
rotated_600.047-0.0510.121-0.220-0.186-0.082-0.084-0.227-0.072-0.1340.2290.422-0.623-0.048-0.157-0.076-0.2650.2280.0910.0560.094-0.1110.0510.0380.042-0.3410.0360.354-0.1560.1990.028-0.1090.004-0.1880.0940.044-0.1070.2510.0660.0110.173-0.1500.162-0.122-0.0820.1060.025-0.1730.0680.1500.0940.1230.0160.034-0.0270.004-0.076-0.091-0.130-0.1880.0760.077-0.2440.0240.3540.0380.0960.033-0.409-0.184-0.322-0.073-0.424-0.0290.0230.115-0.3660.0570.000-0.132
rotated_900.026-0.116-0.148-0.120-0.340-0.120-0.171-0.076-0.194-0.1920.0650.025-0.223-0.296-0.203-0.209-0.3210.273-0.127-0.0320.032-0.1720.0210.0350.002-0.2500.0010.167-0.1260.1590.024-0.182-0.067-0.248-0.3000.009-0.2230.125-0.093-0.111-0.180-0.1680.087-0.118-0.0120.130-0.033-0.068-0.0440.1540.0450.0630.0920.187-0.0950.108-0.107-0.240-0.190-0.4110.165-0.116-0.326-0.098-0.083-0.0220.1150.047-0.409-0.499-0.322-0.258-0.453-0.127-0.044-0.224-0.042-0.0200.000-0.049
flipH0.019-0.0320.0360.0070.0420.041-0.0100.052-0.0220.0250.0940.0630.0250.0540.021-0.003-0.040-0.071-0.0800.104-0.028-0.1010.0110.040-0.023-0.1160.0220.044-0.1470.020-0.085-0.1350.072-0.009-0.0060.006-0.1040.209-0.0010.0190.0930.010-0.0100.0780.0140.0360.081-0.1550.1080.0930.0080.112-0.0110.0020.032-0.0680.039-0.027-0.1180.0720.067-0.0820.0700.0250.0830.0310.0070.015-0.0080.040-0.322-0.022-0.0280.0760.062-0.0990.1340.0850.000-0.013
flipV0.0210.115-0.094-0.115-0.1470.026-0.248-0.078-0.251-0.1570.0660.100-0.008-0.091-0.268-0.257-0.313-0.0920.2520.0060.134-0.347-0.045-0.033-0.026-0.383-0.0710.156-0.1870.1350.2880.1880.030-0.227-0.300-0.060-0.0830.1000.014-0.171-0.135-0.1370.016-0.0090.050-0.0160.018-0.252-0.0530.0750.0250.1420.1390.0600.1270.087-0.0320.001-0.255-0.0710.142-0.123-0.226-0.0260.2920.053-0.0040.023-0.010-0.120-0.322-0.043-0.280-0.028-0.016-0.131-0.341-0.0870.0000.090
dropout-0.046-0.0080.0410.0470.220-0.009-0.010-0.075-0.024-0.022-0.2690.086-0.214-0.151-0.173-0.186-0.158-0.027-0.230-0.0630.016-0.1680.0620.017-0.052-0.320-0.0190.039-0.104-0.019-0.064-0.182-0.0670.001-0.300-0.060-0.0160.1040.1370.0510.186-0.0860.1130.0600.045-0.009-0.055-0.138-0.0950.129-0.0960.0080.312-0.008-0.317-0.211-0.0380.093-0.193-0.0500.065-0.195-0.0450.2010.111-0.0600.118-0.1360.0350.140-0.322-0.125-0.1820.063-0.011-0.088-0.236-0.2080.000-0.180
Precision for model e2e_mask_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0230.0060.0400.009-0.0150.064-0.0230.0530.0070.057-0.0020.0900.063-0.015-0.0210.002-0.109-0.037-0.084-0.0290.0050.0760.0510.0410.003-0.0410.049-0.014-0.1010.003-0.081-0.1190.0090.047-0.090-0.050-0.0080.2270.0150.0780.172-0.0720.0890.007-0.2530.0280.049-0.182-0.1600.2240.0020.0650.041-0.0070.028-0.035-0.0020.111-0.0500.0690.0490.045-0.0370.0220.026-0.0380.034-0.0190.0240.134-0.212-0.014-0.0400.0560.102-0.023-0.3500.0590.0000.009
gaussianblur_100.025-0.533-0.0880.2790.2140.269-0.286-0.481-0.5200.2300.1120.144-0.316-0.4170.013-0.572-0.4580.284-0.670-0.601-0.0030.183-0.861-0.838-0.151-0.612-0.123-0.018-0.676-0.085-0.272-0.119-0.055-0.558-0.236-0.050-0.316-0.292-0.380-0.222-0.394-0.169-0.431-0.235-0.2530.0270.322-0.417-0.535-0.151-0.5590.5580.465-0.0030.141-0.307-0.375-0.626-0.412-0.052-0.1280.238-0.4490.340-0.023-0.153-0.476-0.171-0.513-0.598-0.212-0.431-0.768-0.302-0.378-0.226-0.683-0.7370.000-0.217
gaussianblur_20-0.138-0.533-0.402-0.721-0.786-0.731-0.886-0.481-0.520-0.2700.279-0.606-0.649-0.417-0.487-0.624-0.618-0.716-0.670-0.601-0.850-0.817-0.861-0.838-0.151-0.612-0.123-0.018-0.676-0.085-0.272-0.119-0.055-0.558-0.236-0.050-0.316-0.292-0.380-0.271-0.394-0.312-0.431-0.235-0.253-0.3890.399-0.484-0.535-0.260-0.559-0.330-0.535-0.547-0.609-0.489-0.375-0.626-0.412-0.719-0.461-0.762-0.5870.340-0.103-0.153-0.476-0.171-0.513-0.598-0.212-0.431-0.768-0.302-0.378-0.317-0.683-0.7370.000-0.217
superpixels_0p1-0.025-0.105-0.136-0.094-0.0620.045-0.377-0.174-0.385-0.181-0.374-0.036-0.268-0.124-0.1910.021-0.165-0.036-0.158-0.293-0.177-0.1820.1390.162-0.151-0.279-0.123-0.018-0.3760.150-0.096-0.1190.101-0.154-0.236-0.050-0.2470.0410.0330.020-0.121-0.014-0.4310.037-0.253-0.0520.177-0.073-0.1140.390-0.226-0.006-0.0570.104-0.332-0.390-0.0720.374-0.0940.131-0.0000.133-0.2780.1040.297-0.153-0.1120.022-0.321-0.090-0.212-0.082-0.1470.1770.3790.097-0.683-0.1350.0000.263
superpixels_0p5-0.087-0.533-0.202-0.137-0.246-0.141-0.478-0.314-0.458-0.246-0.4340.037-0.363-0.149-0.2730.336-0.239-0.466-0.670-0.504-0.294-0.531-0.1110.162-0.151-0.427-0.123-0.018-0.619-0.085-0.272-0.119-0.055-0.359-0.236-0.050-0.297-0.292-0.380-0.161-0.394-0.123-0.431-0.161-0.2530.027-0.0560.0160.4650.079-0.2250.003-0.5350.181-0.362-0.441-0.2600.152-0.318-0.0520.0400.238-0.3550.240-0.103-0.153-0.181-0.171-0.013-0.272-0.212-0.431-0.2610.0160.336-0.317-0.683-0.4740.000-0.217
superpixels_0p85-0.185-0.533-0.3250.279-0.632-0.731-0.136-0.382-0.505-0.264-0.428-0.216-0.649-0.186-0.237-0.664-0.618-0.316-0.670-0.601-0.8500.1830.139-0.838-0.151-0.400-0.123-0.018-0.676-0.085-0.272-0.119-0.055-0.300-0.236-0.050-0.231-0.2920.620-0.211-0.394-0.312-0.431-0.235-0.253-0.389-0.601-0.484-0.535-0.467-0.303-0.030-0.535-0.547-0.359-0.446-0.375-0.626-0.336-0.719-0.461-0.762-0.394-0.660-0.103-0.153-0.476-0.171-0.513-0.098-0.212-0.431-0.434-0.302-0.378-0.317-0.683-0.7370.000-0.217
colorspace_250.033-0.0170.079-0.017-0.0030.032-0.0110.0290.097-0.047-0.1010.228-0.011-0.113-0.072-0.010-0.0300.005-0.190-0.1050.0570.0450.0380.0840.050-0.0770.0270.087-0.175-0.041-0.044-0.119-0.023-0.035-0.173-0.0500.1010.286-0.016-0.0080.244-0.0930.1650.150-0.190-0.071-0.155-0.2250.0360.225-0.300-0.3300.4650.0400.166-0.1220.0070.077-0.136-0.0220.0900.089-0.0040.0760.032-0.047-0.036-0.0280.0840.096-0.212-0.078-0.0760.0770.090-0.014-0.1830.0560.000-0.035
colorspace_500.037-0.0180.0540.0600.0210.007-0.014-0.0350.076-0.050-0.0610.1800.033-0.1200.0100.012-0.058-0.046-0.159-0.0980.045-0.1150.0310.0450.021-0.121-0.056-0.018-0.176-0.0410.021-0.1190.020-0.052-0.236-0.050-0.0040.2460.023-0.0240.147-0.1150.1010.125-0.134-0.040-0.041-0.484-0.5350.533-0.295-0.3300.4650.0270.218-0.241-0.0160.107-0.1770.0200.0690.080-0.0120.0930.011-0.153-0.020-0.0210.1140.154-0.212-0.0380.0050.0980.1230.032-0.212-0.0200.000-0.217
averageblur_5_110.036-0.0750.0650.0670.0250.073-0.0820.121-0.0230.0490.0910.2010.021-0.106-0.017-0.211-0.143-0.003-0.243-0.166-0.069-0.0240.0600.082-0.1510.0090.170-0.018-0.0770.0440.030-0.1190.021-0.068-0.236-0.050-0.0020.3580.0730.1110.115-0.0690.2860.049-0.2070.0120.111-0.159-0.0620.087-0.0500.0860.151-0.0600.174-0.014-0.0590.181-0.0000.0950.0690.150-0.0830.0890.170-0.153-0.138-0.001-0.0970.154-0.2120.1440.1100.1990.3020.134-0.3500.1440.000-0.003
medianblur_10.0050.0840.0370.065-0.0390.084-0.0740.1000.009-0.0060.095-0.034-0.027-0.074-0.131-0.065-0.2050.022-0.121-0.085-0.006-0.0340.0630.058-0.024-0.1090.0040.032-0.0290.018-0.059-0.119-0.002-0.103-0.236-0.0500.0320.3320.0770.1220.207-0.0540.051-0.021-0.2530.0490.023-0.207-0.0130.0660.0000.0070.082-0.049-0.038-0.056-0.0060.0350.0940.0320.0660.105-0.1420.1110.002-0.1530.1530.0240.1120.246-0.2120.056-0.0070.1310.3040.009-0.292-0.0100.0000.023
sharpen_00.005-0.2080.0060.0260.0170.005-0.0230.028-0.086-0.0120.0570.012-0.126-0.134-0.111-0.057-0.017-0.037-0.206-0.0290.004-0.017-0.006-0.106-0.026-0.164-0.040-0.018-0.180-0.006-0.057-0.1190.002-0.058-0.236-0.0500.0290.2680.0210.0850.242-0.0460.088-0.012-0.1950.031-0.127-0.336-0.3620.208-0.023-0.0430.098-0.010-0.029-0.254-0.0200.014-0.0660.0170.0860.1160.0130.0890.034-0.1530.117-0.047-0.0460.068-0.212-0.032-0.063-0.0410.028-0.057-0.112-0.0210.000-0.217
sharpen_10.007-0.1190.013-0.0420.020-0.009-0.0640.067-0.090-0.019-0.040-0.0330.165-0.127-0.113-0.066-0.050-0.120-0.237-0.0610.0100.011-0.020-0.094-0.065-0.1820.008-0.018-0.2000.011-0.071-0.1190.002-0.048-0.192-0.0500.0010.275-0.0130.0620.130-0.0210.0430.122-0.173-0.010-0.145-0.078-0.0860.1030.0330.1040.187-0.005-0.090-0.2370.0070.011-0.1150.0550.0600.113-0.0670.0550.0180.0150.070-0.0450.0130.074-0.212-0.097-0.093-0.0000.049-0.066-0.0830.0180.000-0.217
sharpen_20.014-0.149-0.0020.049-0.0280.026-0.0770.016-0.005-0.0320.0390.0560.018-0.075-0.115-0.009-0.059-0.109-0.137-0.020-0.0240.0100.005-0.100-0.011-0.142-0.003-0.009-0.225-0.014-0.044-0.1190.046-0.084-0.236-0.050-0.0490.258-0.0120.0580.188-0.0060.1020.187-0.2530.007-0.110-0.031-0.2500.132-0.0400.0300.1090.020-0.211-0.191-0.000-0.021-0.1170.0080.0490.0940.0180.0390.079-0.0510.053-0.079-0.0130.046-0.2120.001-0.095-0.0280.059-0.082-0.154-0.0240.000-0.217
addintensity_-800.0090.066-0.0030.027-0.0100.045-0.080-0.104-0.099-0.052-0.0370.2490.026-0.114-0.019-0.014-0.075-0.061-0.140-0.1970.019-0.1420.0290.0630.032-0.1050.0020.038-0.149-0.0020.014-0.1190.047-0.066-0.165-0.0500.0560.2370.094-0.0400.174-0.1070.1250.056-0.2530.0190.122-0.237-0.1410.015-0.011-0.042-0.077-0.0120.171-0.2010.0120.046-0.1090.0550.1240.046-0.1360.078-0.013-0.093-0.032-0.029-0.013-0.049-0.2120.0220.0190.0420.049-0.013-0.2060.0770.0000.244
addintensity_800.0190.030-0.0060.017-0.045-0.039-0.0460.044-0.0000.0630.0060.049-0.055-0.0670.006-0.019-0.039-0.072-0.100-0.059-0.0340.0620.037-0.005-0.074-0.1040.037-0.007-0.146-0.017-0.013-0.1190.002-0.035-0.236-0.0500.0310.2460.020-0.0280.091-0.0900.0650.148-0.2530.033-0.044-0.113-0.0190.2890.0330.022-0.054-0.044-0.011-0.1850.006-0.047-0.0400.0250.0590.0460.0030.0680.110-0.1000.015-0.0310.0200.214-0.212-0.026-0.0870.0190.0760.066-0.0160.0380.0000.022
elementrandomintensity_1-0.0710.032-0.0970.0700.047-0.073-0.226-0.168-0.127-0.076-0.2480.161-0.196-0.228-0.197-0.102-0.372-0.205-0.386-0.1400.054-0.1530.0790.003-0.151-0.2210.082-0.018-0.419-0.085-0.090-0.119-0.0550.112-0.236-0.0500.2000.0380.035-0.0360.265-0.0630.4580.065-0.253-0.0180.399-0.484-0.5350.375-0.2330.5270.2150.076-0.510-0.363-0.0960.142-0.2690.0540.174-0.0780.1140.107-0.103-0.153-0.476-0.0120.487-0.122-0.212-0.336-0.768-0.1230.1400.205-0.083-0.3840.000-0.217
multiplyintensity_0p250.027-0.0190.0890.1340.0130.154-0.0820.0060.0510.0080.0110.234-0.034-0.0860.003-0.033-0.005-0.0270.048-0.112-0.0120.0190.0310.058-0.014-0.0510.052-0.018-0.0270.0390.008-0.119-0.0550.058-0.120-0.050-0.1070.3410.0560.1020.217-0.1230.1190.074-0.2530.0030.1220.037-0.2430.305-0.027-0.0140.075-0.0140.105-0.250-0.0020.008-0.109-0.0540.1160.081-0.1350.1020.057-0.062-0.1200.158-0.0250.123-0.212-0.004-0.0610.0800.0790.035-0.0160.0170.0000.010
multiplyintensity_20.0060.0780.017-0.0000.035-0.044-0.0690.0160.0110.003-0.0490.0860.035-0.0810.000-0.006-0.061-0.110-0.052-0.0270.0440.0270.048-0.009-0.091-0.1720.043-0.008-0.134-0.005-0.046-0.119-0.021-0.089-0.236-0.0500.0700.2400.010-0.0130.093-0.102-0.1300.144-0.001-0.071-0.037-0.147-0.1310.047-0.0310.019-0.180-0.1220.047-0.2100.0340.061-0.1300.0160.0400.057-0.0560.112-0.005-0.0730.029-0.027-0.1690.111-0.212-0.100-0.062-0.0010.073-0.005-0.1120.0660.0000.099
contrastnormalization_00.026-0.0610.0410.021-0.0070.067-0.0300.0150.0480.076-0.0700.1510.086-0.046-0.0500.002-0.070-0.086-0.078-0.0280.011-0.0070.0220.0390.069-0.1150.028-0.012-0.064-0.020-0.039-0.1190.026-0.057-0.236-0.0500.0890.2400.0180.0040.052-0.0600.0820.039-0.108-0.0120.027-0.103-0.2170.099-0.006-0.0690.012-0.0450.151-0.087-0.0020.006-0.0500.0100.0480.006-0.0680.056-0.010-0.093-0.010-0.1020.1290.054-0.212-0.002-0.0640.0300.108-0.064-0.0830.0220.0000.049
contrastnormalization_10.019-0.0180.0180.069-0.053-0.018-0.0210.0700.0030.072-0.0020.0520.065-0.135-0.028-0.023-0.048-0.103-0.064-0.0050.027-0.0840.050-0.0290.055-0.1090.0440.031-0.108-0.031-0.074-0.1190.000-0.070-0.160-0.050-0.0160.2510.0300.0320.165-0.0700.1060.087-0.2530.0180.050-0.135-0.2020.2260.028-0.0130.058-0.0110.110-0.092-0.0030.097-0.0630.0370.0010.075-0.0030.0750.004-0.097-0.0010.0150.0810.252-0.2120.057-0.0710.0380.078-0.129-0.2920.0480.0000.009
contrastnormalization_20.032-0.0360.035-0.0170.029-0.004-0.0220.0150.044-0.028-0.0440.1600.081-0.050-0.006-0.013-0.041-0.039-0.0570.0140.033-0.0670.023-0.0260.061-0.1270.073-0.018-0.047-0.015-0.021-0.1190.002-0.121-0.195-0.0500.0430.2320.053-0.0070.190-0.0860.0140.059-0.2530.015-0.030-0.238-0.3370.1790.0130.028-0.018-0.0520.089-0.132-0.0100.032-0.1550.0270.0640.0720.0140.124-0.007-0.1070.105-0.0490.2170.177-0.212-0.0210.0120.0220.079-0.040-0.0830.0540.0000.066
elastic_1-0.021-0.533-0.1470.2790.214-0.000-0.2660.080-0.1870.058-0.4030.2030.251-0.417-0.487-0.187-0.419-0.337-0.2420.066-0.139-0.444-0.2610.162-0.151-0.098-0.123-0.0180.324-0.041-0.272-0.119-0.055-0.249-0.236-0.050-0.316-0.110-0.3800.7290.6060.506-0.431-0.235-0.2530.0330.091-0.312-0.5350.098-0.1340.0000.4650.065-0.460-0.207-0.035-0.155-0.301-0.2190.236-0.081-0.291-0.6600.897-0.153-0.476-0.171-0.513-0.598-0.212-0.4310.232-0.3020.622-0.034-0.683-0.0740.000-0.217
scaled_1p250.054-0.0000.0260.0210.0700.1020.0430.0350.1940.142-0.0340.2620.0990.1000.0320.0930.053-0.022-0.0300.0380.0320.0320.0420.0850.0330.0660.0240.200-0.0620.2940.051-0.1190.0620.0360.040-0.0160.0810.2600.1150.0240.2040.014-0.0460.208-0.1210.0170.183-0.1580.0150.1740.0540.1460.1820.071-0.0030.0630.069-0.043-0.1210.0790.1890.0250.0550.0070.046-0.1530.0500.0080.0330.0770.1740.041-0.0460.1170.2170.034-0.2960.0810.0000.055
scaled_0p75-0.077-0.126-0.203-0.066-0.023-0.0410.002-0.021-0.126-0.100-0.0910.0630.079-0.1590.020-0.073-0.077-0.064-0.203-0.017-0.024-0.053-0.025-0.062-0.076-0.176-0.073-0.018-0.153-0.085-0.103-0.119-0.055-0.113-0.162-0.050-0.1040.011-0.255-0.142-0.176-0.222-0.306-0.078-0.210-0.130-0.055-0.216-0.163-0.042-0.1600.027-0.074-0.1240.067-0.159-0.1220.026-0.2620.072-0.053-0.114-0.296-0.028-0.009-0.103-0.198-0.127-0.176-0.038-0.212-0.190-0.159-0.072-0.030-0.1120.317-0.0270.0000.112
scaled_0p5-0.203-0.224-0.293-0.146-0.143-0.149-0.1320.001-0.305-0.246-0.175-0.1800.018-0.128-0.225-0.123-0.228-0.187-0.276-0.121-0.209-0.192-0.158-0.086-0.126-0.244-0.123-0.018-0.191-0.085-0.234-0.119-0.055-0.272-0.236-0.050-0.306-0.030-0.380-0.205-0.294-0.290-0.279-0.209-0.126-0.213-0.145-0.281-0.288-0.185-0.418-0.2510.013-0.187-0.284-0.194-0.239-0.219-0.295-0.004-0.027-0.258-0.504-0.200-0.103-0.153-0.443-0.054-0.142-0.238-0.212-0.264-0.046-0.125-0.151-0.1700.067-0.2270.0000.449
scaled_(1p25, 1p0)0.0570.005-0.040-0.0480.0640.0470.0060.0400.1570.129-0.0020.215-0.109-0.078-0.030-0.020-0.0060.015-0.027-0.0130.0220.0830.0430.0910.071-0.0290.0240.202-0.0690.0490.027-0.0450.0060.048-0.009-0.0500.0390.2590.0460.0230.239-0.013-0.0240.0770.124-0.0110.070-0.1650.0340.1540.0760.0790.145-0.0940.040-0.0860.0510.027-0.122-0.0170.0790.0960.0590.0860.035-0.153-0.080-0.018-0.0620.1270.3330.047-0.1020.0890.0670.055-0.4690.0860.000-0.217
scaled_(0p75, 1p0)-0.040-0.111-0.134-0.0240.0110.031-0.093-0.047-0.017-0.0920.0470.034-0.088-0.059-0.040-0.072-0.046-0.098-0.077-0.081-0.004-0.0780.016-0.069-0.114-0.074-0.0500.024-0.146-0.085-0.074-0.119-0.022-0.046-0.138-0.050-0.0120.192-0.097-0.0800.038-0.130-0.154-0.013-0.2050.0490.032-0.166-0.1360.068-0.096-0.0030.0970.0670.163-0.121-0.0810.025-0.1910.055-0.015-0.143-0.0640.0380.010-0.101-0.112-0.083-0.034-0.001-0.212-0.156-0.208-0.0490.000-0.0450.1350.0570.0000.099
scaled_(1p0, 1p25)0.0320.0840.0520.0940.0320.040-0.0670.0840.1160.169-0.0220.2220.0490.017-0.0090.0710.041-0.122-0.120-0.0190.023-0.0000.0060.0330.0420.0130.0070.062-0.0110.1140.0210.0070.067-0.0050.038-0.0500.0800.2540.038-0.0040.113-0.061-0.0080.058-0.0250.0100.040-0.172-0.1900.1460.0150.0710.1510.0580.059-0.0280.0200.079-0.0710.1510.1700.0680.0130.0580.002-0.1080.0400.0220.0740.144-0.2120.063-0.0460.0700.1270.0010.0830.0450.0000.014
scaled_(1p0, 0p75)-0.0080.013-0.0830.0000.0090.044-0.0890.058-0.094-0.117-0.0680.0870.037-0.109-0.018-0.034-0.0780.048-0.136-0.0000.0160.070-0.017-0.0000.047-0.241-0.009-0.014-0.039-0.023-0.097-0.119-0.020-0.065-0.107-0.050-0.0620.147-0.097-0.049-0.023-0.095-0.0760.109-0.114-0.109-0.114-0.271-0.1620.047-0.055-0.0770.088-0.180-0.034-0.098-0.053-0.019-0.142-0.020-0.008-0.026-0.1250.0250.056-0.1100.013-0.097-0.1010.138-0.212-0.049-0.022-0.0200.0440.003-0.083-0.0230.0000.183
translate_(0p1, 0p1)-0.039-0.126-0.153-0.0260.021-0.014-0.0220.003-0.050-0.1290.0970.0180.003-0.124-0.039-0.057-0.027-0.087-0.0290.004-0.014-0.0150.015-0.016-0.096-0.115-0.051-0.014-0.080-0.011-0.062-0.119-0.017-0.050-0.154-0.050-0.0220.114-0.164-0.103-0.057-0.1500.0050.087-0.196-0.063-0.049-0.254-0.155-0.066-0.118-0.057-0.040-0.0320.027-0.092-0.0970.084-0.2410.0810.029-0.059-0.099-0.027-0.006-0.153-0.168-0.140-0.0310.091-0.212-0.122-0.117-0.037-0.040-0.1110.3170.0860.0000.283
translate_(0p1, -0p1)0.014-0.050-0.0360.0230.0080.019-0.0280.0450.0640.0560.0710.102-0.042-0.066-0.018-0.0020.054-0.038-0.0440.007-0.0080.0100.0400.043-0.0020.0630.0100.001-0.1090.049-0.004-0.119-0.020-0.017-0.059-0.0500.0630.190-0.108-0.0110.014-0.0740.0710.017-0.0830.0340.041-0.224-0.1210.0970.0070.051-0.0010.0360.121-0.083-0.0260.054-0.0950.0180.0890.008-0.0740.061-0.012-0.101-0.046-0.045-0.0240.134-0.212-0.0720.0620.0200.078-0.0300.3170.0750.0000.183
translate_(-0p1, 0p1)0.017-0.047-0.0800.004-0.0240.061-0.0270.0260.044-0.0350.0070.2200.038-0.0770.0380.006-0.001-0.030-0.0750.0180.0280.0990.020-0.002-0.050-0.0820.0250.0590.0390.033-0.017-0.1190.0360.028-0.128-0.0500.0460.265-0.083-0.0030.152-0.113-0.2270.141-0.0330.0160.114-0.1330.0100.111-0.0520.0810.159-0.0260.030-0.052-0.016-0.076-0.1680.1570.0970.030-0.0950.0930.057-0.061-0.098-0.0580.0370.0180.2880.019-0.0110.0450.062-0.042-0.2540.0820.0000.090
translate_(-0p1, -0p1)0.0530.0020.0250.0230.0510.079-0.0110.0670.0810.142-0.0020.1440.2720.0390.0460.0840.012-0.018-0.0510.0380.0800.0920.0590.0990.0960.0240.0170.142-0.0230.2660.079-0.0310.0630.020-0.001-0.0500.1050.2540.0940.0320.208-0.009-0.1280.1010.1650.0680.131-0.1340.0570.2840.0480.2190.1270.0860.0400.0040.080-0.003-0.1010.0770.1180.0860.0130.1000.055-0.067-0.0500.0790.0620.1450.1440.0480.0660.1030.2260.001-0.1250.0620.0000.211
translate_(0p1, 0)-0.003-0.058-0.0910.0020.0130.038-0.012-0.034-0.012-0.1020.0020.0210.064-0.122-0.052-0.0490.005-0.045-0.0870.011-0.0210.0100.0400.012-0.097-0.024-0.053-0.012-0.124-0.003-0.071-0.119-0.017-0.023-0.123-0.050-0.0280.178-0.064-0.063-0.041-0.0950.1530.006-0.1630.0020.023-0.201-0.144-0.017-0.0610.010-0.0450.0390.103-0.147-0.0570.090-0.1270.1140.000-0.013-0.0730.0500.003-0.153-0.024-0.097-0.0590.003-0.212-0.107-0.1320.0000.029-0.0500.3170.0900.0000.211
translate_(-0p1, 0)0.0410.049-0.0400.0480.0260.029-0.0030.0280.0650.068-0.0110.0630.173-0.0680.0070.0510.0190.032-0.1070.0200.0370.0890.0250.0480.078-0.0050.0020.097-0.0030.0850.067-0.0220.031-0.017-0.083-0.0500.0400.2680.0560.0380.250-0.044-0.0740.106-0.0210.0900.183-0.1810.0100.1940.0420.0660.082-0.0080.0650.0180.024-0.035-0.1210.0840.0870.0480.0150.0860.098-0.153-0.029-0.017-0.0410.0370.344-0.036-0.0730.1240.116-0.039-0.1660.0510.0000.227
translate_(0, 0p1)0.002-0.128-0.057-0.0200.029-0.020-0.0380.022-0.010-0.104-0.0230.1350.074-0.129-0.0360.0170.003-0.020-0.0680.0150.0050.0240.027-0.0410.007-0.178-0.028-0.012-0.082-0.012-0.056-0.1190.007-0.069-0.146-0.0500.0440.166-0.060-0.008-0.018-0.114-0.1020.070-0.1280.002-0.004-0.296-0.150-0.002-0.0070.0660.048-0.0470.124-0.0340.0170.054-0.1460.1100.039-0.018-0.101-0.0190.063-0.081-0.013-0.044-0.1020.073-0.212-0.045-0.060-0.010-0.013-0.082-0.1830.1020.0000.028
translate_(0, -0p1)0.0400.0660.0530.0570.0100.063-0.0750.0340.1020.1420.0150.0650.097-0.042-0.0010.0260.051-0.001-0.060-0.0210.0040.0470.0470.0020.042-0.0350.026-0.007-0.0770.109-0.028-0.1190.0330.0200.009-0.0500.1230.2460.0880.0300.150-0.0700.0050.051-0.1200.0010.148-0.1890.0250.2570.0650.0900.1020.0380.046-0.0730.0370.039-0.0410.1310.1100.0760.0240.056-0.003-0.1110.0300.0150.0470.160-0.2120.0360.0280.0510.146-0.012-0.0830.0110.0000.158
rotated_30.0320.0210.046-0.0020.0010.007-0.0060.0150.0880.0790.0220.1160.0240.010-0.0100.003-0.021-0.066-0.090-0.028-0.0010.0540.0500.0290.058-0.016-0.0020.106-0.015-0.0090.043-0.0830.0370.058-0.104-0.0500.0930.2920.0550.0060.156-0.0110.0600.055-0.176-0.0080.145-0.160-0.1050.144-0.0010.0940.0060.0510.042-0.0260.0140.034-0.0540.0630.0970.042-0.0430.0790.023-0.153-0.1200.012-0.0080.154-0.2120.027-0.0100.0310.096-0.009-0.3970.0590.0000.146
rotated_50.0340.0140.0490.1010.0710.0640.0210.0320.0760.125-0.0180.1010.018-0.070-0.0140.123-0.021-0.011-0.103-0.0010.0090.0900.0450.012-0.041-0.0320.1180.145-0.0340.0360.0710.0610.0260.030-0.117-0.0500.0450.2760.0940.0020.174-0.0220.1000.053-0.1120.0370.141-0.080-0.0140.1240.050-0.0100.0210.0570.087-0.0410.0080.052-0.0510.0140.0770.066-0.0400.0400.040-0.101-0.001-0.0130.2310.120-0.2120.0350.0270.0350.088-0.044-0.2540.1040.0000.164
rotated_100.0450.0590.038-0.009-0.0140.0040.0080.0440.1920.1630.0600.2030.065-0.028-0.0230.092-0.031-0.019-0.073-0.015-0.0240.0500.0500.0240.1090.0060.1250.228-0.0460.1230.1300.0650.0390.044-0.107-0.0500.0420.2240.0410.0220.155-0.0620.1320.097-0.0340.0310.100-0.092-0.0190.1920.060-0.0050.0960.0950.0930.0460.0430.036-0.0520.0900.1140.095-0.0300.075-0.013-0.1150.028-0.0170.2030.166-0.2120.076-0.0070.0550.1160.058-0.1380.1120.0000.044
rotated_450.0690.0920.0520.015-0.0280.0650.081-0.109-0.3440.0130.2420.352-0.649-0.144-0.1180.009-0.231-0.0360.0470.0820.116-0.0840.0690.0640.154-0.300-0.1230.466-0.3210.1970.0900.0970.052-0.1530.1380.026-0.0330.2760.1280.0020.280-0.0160.284-0.1400.0240.2770.156-0.0990.1710.2190.0710.0560.141-0.0070.070-0.0100.0990.011-0.159-0.0720.1630.0340.0780.0660.099-0.0230.1440.066-0.013-0.021-0.2120.302-0.2130.0570.1240.683-0.6000.0090.0000.449
rotated_600.0820.1220.033-0.130-0.148-0.088-0.1080.036-0.5200.0110.2790.303-0.649-0.064-0.176-0.112-0.218-0.0370.0730.3020.128-0.0090.0160.0540.176-0.1760.0100.322-0.2630.168-0.038-0.056-0.014-0.1640.191-0.050-0.0580.2410.0460.0130.235-0.0740.101-0.106-0.0820.2060.133-0.0350.0590.2570.0360.1050.0830.0750.051-0.0330.061-0.1970.043-0.1100.1470.034-0.1280.0240.2130.0770.1500.140-0.513-0.384-0.212-0.201-0.470-0.0140.052-0.317-0.683-0.0020.0000.183
rotated_900.046-0.020-0.166-0.079-0.220-0.170-0.239-0.056-0.520-0.221-0.1330.102-0.649-0.417-0.237-0.168-0.3680.157-0.0700.2120.020-0.1020.033-0.013-0.085-0.0410.039-0.018-0.1740.109-0.008-0.119-0.055-0.184-0.124-0.050-0.196-0.016-0.066-0.143-0.112-0.1670.043-0.0990.1400.3180.049-0.0960.0100.251-0.0320.0010.0740.1390.0580.178-0.088-0.626-0.284-0.1230.097-0.127-0.302-0.298-0.103-0.0910.1970.006-0.513-0.535-0.212-0.187-0.674-0.050-0.044-0.317-0.183-0.1860.0000.005
flipH0.0140.0060.0070.0380.0320.0250.0190.0700.0100.0310.0710.096-0.0090.0270.036-0.004-0.0190.002-0.0170.080-0.0370.010-0.010-0.006-0.065-0.062-0.0220.029-0.1100.100-0.0600.0040.072-0.0550.112-0.050-0.0080.278-0.0390.028-0.004-0.009-0.1840.145-0.059-0.0090.070-0.2010.0590.161-0.0330.084-0.032-0.0450.045-0.1520.0410.030-0.1020.0360.069-0.0240.051-0.0490.042-0.001-0.0540.040-0.0130.024-0.212-0.065-0.0140.0360.049-0.0600.1820.0920.0000.068
flipV0.0310.015-0.1930.103-0.2240.054-0.227-0.153-0.307-0.1550.1260.189-0.382-0.071-0.296-0.187-0.333-0.016-0.170-0.1110.1500.183-0.035-0.070-0.016-0.415-0.1230.145-0.2100.0640.1640.2390.041-0.237-0.236-0.050-0.0350.154-0.141-0.108-0.225-0.1790.0230.072-0.102-0.0420.139-0.142-0.0880.1400.0040.0420.110-0.008-0.089-0.1290.106-0.026-0.2400.0690.1940.003-0.2660.0940.469-0.153-0.0510.013-0.310-0.154-0.212-0.112-0.323-0.010-0.030-0.114-0.495-0.1400.0000.211
dropout-0.0010.0390.0320.0860.0090.168-0.029-0.0750.001-0.001-0.1610.1380.096-0.069-0.214-0.095-0.139-0.063-0.172-0.125-0.0370.0050.057-0.015-0.151-0.359-0.004-0.018-0.239-0.085-0.024-0.119-0.055-0.036-0.236-0.0500.0020.166-0.0120.2110.174-0.0200.2960.0950.018-0.014-0.198-0.212-0.5350.301-0.264-0.086-0.206-0.005-0.389-0.378-0.017-0.162-0.136-0.3360.157-0.071-0.0640.1360.170-0.1530.072-0.171-0.2270.059-0.212-0.289-0.2780.078-0.121-0.122-0.112-0.3850.000-0.217
Precision for model e2e_mask_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0200.0150.0450.0770.019-0.041-0.034-0.0010.0930.035-0.0720.016-0.019-0.068-0.0360.019-0.1020.027-0.150-0.050-0.047-0.0790.0620.0260.027-0.1520.012-0.0400.050-0.017-0.066-0.0720.023-0.089-0.157-0.0600.1190.3030.1040.0520.197-0.037-0.0100.164-0.0680.040-0.044-0.228-0.1230.0560.033-0.0310.3140.0010.123-0.074-0.0210.105-0.0920.0970.0500.129-0.0710.1240.026-0.0050.0670.032-0.0700.145-0.309-0.0310.0320.0670.056-0.024-0.2380.042-0.2610.052
gaussianblur_10-0.048-0.5120.072-0.734-0.783-0.255-0.210-0.023-0.5290.060-0.154-0.051-0.2970.5670.181-0.573-0.3820.112-0.689-0.526-0.2830.192-0.8670.159-0.135-0.620-0.107-0.040-0.665-0.097-0.256-0.156-0.060-0.608-0.262-0.060-0.331-0.311-0.375-0.170-0.346-0.183-0.358-0.225-0.2010.068-0.009-0.307-0.507-0.106-0.5220.409-0.5380.025-0.343-0.263-0.375-0.610-0.4070.2510.149-0.120-0.2870.0880.029-0.140-0.468-0.106-0.100-0.592-0.309-0.434-0.799-0.3160.635-0.303-0.666-0.768-0.261-0.197
gaussianblur_20-0.154-0.512-0.414-0.734-0.783-0.755-0.876-0.523-0.529-0.273-0.754-0.597-0.630-0.433-0.485-0.641-0.613-0.721-0.689-0.637-0.883-0.808-0.867-0.841-0.135-0.620-0.107-0.040-0.665-0.097-0.256-0.156-0.060-0.608-0.262-0.060-0.331-0.311-0.375-0.272-0.346-0.272-0.358-0.225-0.201-0.3710.183-0.414-0.507-0.145-0.522-0.288-0.538-0.521-0.586-0.449-0.375-0.610-0.407-0.749-0.468-0.676-0.611-0.596-0.102-0.140-0.468-0.106-0.433-0.592-0.309-0.434-0.799-0.316-0.365-0.303-0.666-0.768-0.261-0.197
superpixels_0p10.024-0.222-0.109-0.060-0.1720.045-0.290-0.190-0.373-0.193-0.3840.006-0.191-0.2370.030-0.049-0.220-0.117-0.291-0.364-0.148-0.1420.0660.064-0.135-0.141-0.107-0.040-0.145-0.097-0.113-0.1560.073-0.332-0.262-0.060-0.1920.689-0.1750.0550.158-0.068-0.358-0.025-0.2010.1630.2180.0360.0930.080-0.160-0.0530.0140.082-0.347-0.324-0.0820.137-0.161-0.1240.1420.168-0.1890.0970.565-0.073-0.0000.185-0.111-0.000-0.309-0.274-0.2770.0800.176-0.096-0.666-0.153-0.261-0.197
superpixels_0p5-0.024-0.188-0.2150.108-0.227-0.126-0.387-0.252-0.483-0.256-0.4830.042-0.365-0.2230.2060.226-0.0870.279-0.689-0.637-0.311-0.058-0.0670.159-0.135-0.267-0.107-0.040-0.204-0.097-0.256-0.156-0.060-0.312-0.262-0.060-0.331-0.311-0.375-0.133-0.3460.061-0.358-0.225-0.2010.087-0.192-0.414-0.0070.180-0.2760.156-0.5380.105-0.403-0.372-0.2560.273-0.383-0.2490.0110.213-0.3640.118-0.102-0.1400.078-0.106-0.0040.208-0.309-0.434-0.4080.0040.168-0.303-0.666-0.340-0.261-0.197
superpixels_0p85-0.067-0.512-0.300-0.334-0.783-0.755-0.543-0.523-0.529-0.270-0.469-0.143-0.630-0.433-0.2000.359-0.613-0.721-0.689-0.637-0.883-0.8080.1330.159-0.135-0.183-0.107-0.040-0.665-0.097-0.256-0.156-0.060-0.506-0.262-0.060-0.331-0.311-0.375-0.118-0.346-0.050-0.358-0.225-0.201-0.371-0.567-0.414-0.507-0.403-0.312-0.088-0.538-0.021-0.086-0.348-0.375-0.610-0.223-0.749-0.468-0.676-0.403-0.596-0.102-0.1400.532-0.106-0.433-0.592-0.309-0.434-0.799-0.316-0.365-0.303-0.666-0.768-0.261-0.197
colorspace_250.038-0.0770.0510.0480.0220.0230.0000.0410.1190.011-0.0590.1790.050-0.088-0.045-0.026-0.102-0.015-0.287-0.095-0.031-0.0100.0260.0010.007-0.1170.054-0.040-0.107-0.038-0.030-0.075-0.024-0.125-0.262-0.0600.0790.2110.0630.0040.237-0.0750.0240.022-0.130-0.076-0.112-0.259-0.0500.299-0.213-0.2880.4620.019-0.017-0.109-0.0120.062-0.0930.0090.0340.1370.0420.178-0.002-0.071-0.020-0.011-0.0020.128-0.309-0.068-0.1250.0170.0990.0410.000-0.0320.739-0.197
colorspace_500.045-0.0810.0300.0540.053-0.0930.008-0.0310.051-0.027-0.0790.104-0.109-0.161-0.044-0.020-0.039-0.025-0.283-0.099-0.020-0.1470.0290.0730.004-0.145-0.037-0.040-0.128-0.039-0.034-0.077-0.008-0.068-0.262-0.0600.1410.212-0.009-0.0170.188-0.0650.0110.1230.0030.0020.084-0.159-0.5070.386-0.236-0.2880.4620.1870.099-0.192-0.0310.129-0.196-0.0110.0400.1030.0140.1780.011-0.1400.029-0.0140.1130.160-0.3090.009-0.0720.0050.1250.014-0.095-0.0580.739-0.197
averageblur_5_110.031-0.0670.0460.1390.029-0.091-0.0090.1370.0900.0060.0120.136-0.047-0.089-0.095-0.109-0.2560.126-0.199-0.133-0.095-0.0560.0480.050-0.021-0.0720.155-0.0400.101-0.0110.036-0.156-0.026-0.171-0.262-0.0600.0110.3100.0980.0900.158-0.0310.035-0.050-0.0630.0500.045-0.239-0.0770.059-0.1120.0520.279-0.0390.171-0.128-0.0430.105-0.0530.025-0.0090.143-0.106-0.0230.011-0.0390.079-0.019-0.086-0.005-0.3090.0310.0070.1140.1480.078-0.1370.110-0.261-0.197
medianblur_1-0.0010.0740.0190.072-0.005-0.027-0.0530.008-0.003-0.0030.0870.0000.062-0.038-0.213-0.020-0.1770.001-0.184-0.120-0.047-0.2320.0530.1020.075-0.1400.060-0.040-0.029-0.016-0.053-0.1560.024-0.211-0.262-0.0600.1330.2080.1140.0770.263-0.018-0.1100.082-0.1680.060-0.024-0.227-0.1040.052-0.040-0.0560.122-0.021-0.044-0.085-0.0220.037-0.033-0.0350.0100.065-0.0860.1100.018-0.0220.137-0.0400.0510.164-0.3090.002-0.0730.0570.229-0.025-0.128-0.003-0.261-0.011
sharpen_00.008-0.1500.0010.0660.015-0.003-0.064-0.0160.0100.003-0.0520.014-0.029-0.092-0.1100.0240.011-0.062-0.2510.025-0.0880.011-0.030-0.063-0.020-0.192-0.013-0.040-0.220-0.025-0.055-0.156-0.003-0.163-0.174-0.0600.0230.214-0.0010.0520.194-0.058-0.0040.079-0.1130.023-0.026-0.155-0.1230.1150.0490.0270.285-0.0040.061-0.214-0.033-0.037-0.000-0.0040.1050.1590.0140.1140.032-0.0380.058-0.0050.0770.003-0.309-0.123-0.066-0.0050.0830.021-0.300-0.0350.739-0.197
sharpen_10.020-0.1320.0050.0430.0080.049-0.0540.0310.0150.021-0.0280.041-0.076-0.015-0.078-0.0600.002-0.048-0.255-0.016-0.119-0.016-0.066-0.0690.055-0.098-0.009-0.004-0.137-0.023-0.018-0.156-0.003-0.083-0.143-0.0600.0190.1880.0630.0210.133-0.039-0.0360.102-0.025-0.045-0.039-0.099-0.0770.1160.0530.0040.2270.0530.190-0.209-0.005-0.000-0.0670.0680.0510.1680.0090.162-0.0010.0290.0610.0050.2630.029-0.309-0.073-0.107-0.0130.054-0.038-0.161-0.035-0.261-0.197
sharpen_20.017-0.1810.0150.0410.050-0.004-0.1150.0010.118-0.025-0.0630.033-0.025-0.054-0.0680.0360.027-0.033-0.222-0.129-0.1000.009-0.086-0.0370.035-0.1700.0050.033-0.217-0.024-0.031-0.1560.002-0.048-0.149-0.060-0.0040.237-0.0210.0400.183-0.023-0.0610.014-0.092-0.019-0.076-0.122-0.1610.1020.052-0.0120.228-0.0090.124-0.216-0.0420.020-0.0460.0470.0300.225-0.0120.1670.032-0.0300.182-0.0190.135-0.004-0.3090.030-0.031-0.0040.054-0.129-0.392-0.013-0.261-0.197
addintensity_-800.0110.0130.0020.0700.0400.062-0.091-0.0230.001-0.035-0.0830.1170.0140.053-0.061-0.052-0.110-0.100-0.121-0.091-0.009-0.1160.0290.050-0.021-0.1370.0160.006-0.163-0.0220.008-0.156-0.009-0.099-0.198-0.0600.0640.2350.067-0.0020.309-0.0880.010-0.049-0.1060.0490.011-0.223-0.178-0.077-0.0190.0730.097-0.0270.175-0.161-0.0370.023-0.1510.1320.1210.065-0.1230.045-0.010-0.090-0.050-0.0240.0410.197-0.309-0.009-0.051-0.0280.079-0.017-0.4660.062-0.2610.203
addintensity_800.025-0.0300.0010.042-0.006-0.0750.0260.0550.0330.042-0.0310.031-0.052-0.046-0.0040.027-0.0440.021-0.099-0.020-0.060-0.0510.032-0.0040.038-0.1470.0560.055-0.055-0.033-0.055-0.080-0.003-0.042-0.228-0.0600.1020.2660.1120.0390.089-0.0430.0130.081-0.0430.016-0.019-0.087-0.0500.1630.052-0.1180.120-0.0370.154-0.169-0.0030.030-0.1180.1390.1170.1150.0020.1980.011-0.0410.089-0.0450.0700.170-0.309-0.105-0.0230.0080.0590.015-0.1210.0290.7390.032
elementrandomintensity_1-0.0310.137-0.0910.0810.0480.1380.084-0.165-0.073-0.054-0.3230.156-0.058-0.274-0.196-0.160-0.203-0.229-0.335-0.175-0.026-0.1300.072-0.0140.028-0.1820.061-0.013-0.301-0.097-0.053-0.156-0.021-0.055-0.262-0.0600.1840.020-0.011-0.1080.248-0.0510.355-0.150-0.2010.015-0.093-0.414-0.507-0.109-0.244-0.270-0.038-0.045-0.397-0.320-0.0660.069-0.253-0.2310.1860.294-0.0700.181-0.102-0.1400.332-0.1060.5670.408-0.309-0.2840.201-0.316-0.081-0.0360.000-0.412-0.261-0.197
multiplyintensity_0p250.0270.0830.0620.1630.0230.0550.0080.0600.0480.0020.0220.303-0.0180.0680.023-0.039-0.034-0.070-0.082-0.0560.010-0.0810.0390.0370.002-0.1390.040-0.040-0.036-0.010-0.085-0.156-0.012-0.012-0.262-0.060-0.0410.2840.1130.0880.345-0.0670.1190.233-0.045-0.0010.049-0.414-0.0530.3530.0050.0570.1960.0490.059-0.269-0.031-0.028-0.072-0.0590.152-0.022-0.0760.1260.001-0.081-0.040-0.050-0.0290.061-0.309-0.037-0.0530.0910.081-0.036-0.0660.032-0.261-0.197
multiplyintensity_20.012-0.0360.0040.0040.013-0.043-0.000-0.0130.035-0.027-0.1720.059-0.061-0.093-0.067-0.013-0.082-0.064-0.1250.015-0.014-0.0810.0430.0100.071-0.1440.0310.027-0.014-0.042-0.028-0.1560.031-0.068-0.224-0.060-0.0000.1680.140-0.0080.136-0.059-0.0580.111-0.080-0.062-0.120-0.270-0.1500.007-0.0210.012-0.134-0.108-0.061-0.1930.016-0.008-0.1140.0190.0970.147-0.0060.245-0.001-0.0250.053-0.026-0.0940.030-0.309-0.081-0.069-0.0060.123-0.0040.334-0.020-0.2610.121
contrastnormalization_00.0320.0290.0170.0400.034-0.019-0.044-0.0230.0750.023-0.0900.040-0.030-0.032-0.0380.021-0.0610.019-0.125-0.0010.007-0.1220.0480.0590.073-0.1770.0000.030-0.040-0.039-0.042-0.046-0.007-0.090-0.262-0.0600.0550.1420.0890.0320.156-0.0490.0320.046-0.0590.0140.009-0.262-0.2310.0320.021-0.0480.193-0.0170.088-0.1580.0190.053-0.1180.1080.0390.0980.0530.123-0.012-0.0190.002-0.047-0.0520.144-0.309-0.030-0.0710.0030.1150.010-0.1110.029-0.2610.075
contrastnormalization_10.024-0.0650.0120.053-0.0070.0220.0070.029-0.0380.0330.0500.049-0.074-0.068-0.040-0.027-0.033-0.084-0.148-0.014-0.029-0.1570.035-0.0060.076-0.113-0.0160.039-0.067-0.047-0.100-0.0750.019-0.138-0.262-0.0600.0460.2400.1110.0100.204-0.0310.0030.197-0.0090.007-0.000-0.201-0.2010.0220.024-0.0020.1410.0490.106-0.1120.0050.092-0.1210.0580.0550.0650.0470.1580.0010.0030.042-0.0120.1080.197-0.309-0.041-0.1220.0200.0890.021-0.0660.021-0.2610.006
contrastnormalization_20.029-0.0810.0350.0710.031-0.0240.0380.0390.059-0.030-0.0160.1200.029-0.046-0.0280.0200.001-0.022-0.211-0.026-0.0090.0100.033-0.013-0.012-0.0790.0110.033-0.097-0.033-0.049-0.063-0.011-0.161-0.136-0.0600.1000.2220.106-0.0130.144-0.044-0.0270.073-0.010-0.019-0.014-0.203-0.247-0.0010.0070.0390.1950.0040.057-0.0960.0170.038-0.0890.0750.0230.1120.0320.1200.0010.0030.0590.0010.1390.207-0.3090.028-0.1750.0090.0460.016-0.0950.0520.7390.060
elastic_1-0.061-0.512-0.1560.266-0.783-0.010-0.2340.227-0.371-0.108-0.3500.2780.370-0.1830.515-0.110-0.242-0.420-0.2600.363-0.264-0.2080.1330.159-0.135-0.180-0.107-0.040-0.665-0.027-0.256-0.156-0.006-0.397-0.262-0.060-0.331-0.1080.6250.528-0.3460.041-0.358-0.225-0.201-0.002-0.112-0.290-0.5070.073-0.166-0.089-0.5380.344-0.487-0.158-0.1880.118-0.2850.0010.532-0.071-0.211-0.5960.898-0.140-0.468-0.106-0.433-0.592-0.309-0.434-0.799-0.316-0.3650.003-0.666-0.154-0.261-0.197
scaled_1p250.0610.0100.0460.0680.0700.0390.0610.0330.1750.132-0.0420.3130.181-0.0300.0200.104-0.0320.032-0.0700.0350.016-0.0250.0600.057-0.0180.0690.0380.177-0.0730.2510.113-0.0560.063-0.0220.065-0.0600.1150.3170.1260.0180.250-0.011-0.0160.1110.0720.0280.152-0.201-0.0350.0580.0530.1080.1220.076-0.031-0.0120.054-0.007-0.1060.1250.1470.1410.0820.0960.021-0.1010.0240.0780.1420.095-0.3090.040-0.0450.1260.1990.029-0.0140.028-0.261-0.031
scaled_0p75-0.082-0.096-0.199-0.032-0.030-0.108-0.038-0.038-0.136-0.149-0.0100.0260.017-0.1480.030-0.074-0.098-0.060-0.295-0.069-0.101-0.013-0.042-0.069-0.109-0.156-0.031-0.040-0.238-0.097-0.074-0.156-0.060-0.198-0.133-0.060-0.1250.046-0.321-0.115-0.088-0.176-0.156-0.109-0.147-0.177-0.033-0.169-0.192-0.110-0.1540.0090.028-0.0990.086-0.122-0.1530.024-0.2370.001-0.032-0.062-0.1400.059-0.016-0.099-0.142-0.077-0.1520.017-0.309-0.195-0.118-0.058-0.018-0.148-0.066-0.119-0.2610.166
scaled_0p5-0.208-0.121-0.273-0.198-0.160-0.179-0.108-0.048-0.314-0.201-0.349-0.1800.081-0.163-0.200-0.159-0.184-0.153-0.263-0.166-0.254-0.131-0.198-0.152-0.092-0.185-0.107-0.040-0.251-0.097-0.225-0.156-0.060-0.299-0.262-0.060-0.317-0.101-0.375-0.186-0.263-0.253-0.245-0.225-0.201-0.216-0.070-0.145-0.188-0.307-0.369-0.2410.039-0.059-0.091-0.114-0.258-0.168-0.2740.056-0.038-0.241-0.373-0.104-0.102-0.140-0.435-0.024-0.218-0.202-0.309-0.256-0.188-0.175-0.162-0.1170.000-0.230-0.2610.348
scaled_(1p25, 1p0)0.056-0.0440.0160.0040.0490.0280.0110.0480.1070.012-0.0540.108-0.108-0.096-0.0080.030-0.0930.121-0.115-0.0500.021-0.0170.0400.0970.098-0.0910.0340.144-0.0290.0800.015-0.1560.0420.001-0.039-0.0600.0590.2100.0920.0830.220-0.0340.0910.0680.0470.0080.119-0.213-0.0560.0260.0520.0770.218-0.0680.127-0.0490.0350.029-0.100-0.0230.0670.1690.0880.0930.128-0.052-0.033-0.0040.1270.132-0.3090.0650.0150.1410.1060.003-0.2000.085-0.261-0.113
scaled_(0p75, 1p0)-0.0370.014-0.143-0.0700.027-0.010-0.007-0.0480.002-0.104-0.0160.0140.029-0.1610.006-0.039-0.082-0.108-0.168-0.065-0.096-0.023-0.005-0.055-0.077-0.097-0.025-0.040-0.118-0.097-0.053-0.064-0.030-0.067-0.262-0.060-0.0400.142-0.042-0.0770.105-0.095-0.1280.008-0.114-0.1060.047-0.172-0.136-0.029-0.075-0.0080.1500.0960.196-0.061-0.1200.076-0.1720.1100.002-0.016-0.0370.0870.030-0.085-0.085-0.041-0.006-0.031-0.309-0.107-0.015-0.049-0.006-0.1190.0000.033-0.2610.156
scaled_(1p0, 1p25)0.034-0.0130.0430.0760.083-0.047-0.0390.0180.1170.1370.0100.1850.0100.011-0.0240.0450.000-0.029-0.110-0.055-0.043-0.0340.0480.0300.016-0.050-0.0230.0990.0300.1150.085-0.0570.024-0.021-0.113-0.0600.1060.2360.0950.0090.227-0.064-0.0700.100-0.0490.0700.149-0.137-0.0490.0470.0600.0150.1230.1130.001-0.0040.0310.108-0.0650.2440.1220.1100.0630.119-0.008-0.1400.0680.0550.2370.158-0.309-0.0040.0130.0160.130-0.014-0.0350.060-0.261-0.032
scaled_(1p0, 0p75)-0.020-0.060-0.090-0.0160.062-0.0140.006-0.019-0.078-0.089-0.0270.152-0.011-0.020-0.006-0.034-0.0380.038-0.181-0.038-0.0390.022-0.013-0.032-0.029-0.222-0.0000.040-0.064-0.035-0.014-0.062-0.028-0.136-0.110-0.060-0.1000.111-0.106-0.0390.060-0.102-0.025-0.007-0.048-0.0900.012-0.189-0.1430.005-0.0660.0100.104-0.1360.048-0.148-0.0400.095-0.198-0.024-0.0130.088-0.0470.0610.058-0.061-0.065-0.049-0.1560.066-0.309-0.118-0.077-0.074-0.001-0.021-0.186-0.088-0.261-0.003
translate_(0p1, 0p1)-0.028-0.119-0.141-0.039-0.004-0.0220.0480.0220.001-0.124-0.0070.0660.014-0.141-0.042-0.090-0.073-0.044-0.206-0.060-0.037-0.0510.0010.027-0.035-0.152-0.036-0.040-0.149-0.097-0.068-0.156-0.027-0.105-0.137-0.060-0.0320.135-0.119-0.1150.035-0.127-0.015-0.088-0.178-0.0620.035-0.151-0.184-0.139-0.078-0.0600.0700.0500.051-0.066-0.1060.127-0.2230.1030.049-0.003-0.0040.064-0.008-0.056-0.179-0.074-0.0130.071-0.309-0.138-0.081-0.058-0.031-0.0120.3340.023-0.2610.075
translate_(0p1, -0p1)0.014-0.099-0.0270.0470.070-0.0050.0470.0150.0990.054-0.0210.083-0.127-0.050-0.031-0.018-0.044-0.020-0.122-0.037-0.023-0.0120.0250.1110.0030.013-0.054-0.001-0.1080.041-0.047-0.050-0.025-0.091-0.046-0.0600.0840.209-0.026-0.0090.097-0.0560.0480.033-0.082-0.0210.125-0.250-0.1330.0560.020-0.0390.1610.0520.051-0.110-0.0430.111-0.0800.0390.0500.0990.0260.140-0.001-0.067-0.0080.0440.0970.052-0.309-0.001-0.025-0.0400.0430.0170.2090.040-0.261-0.001
translate_(-0p1, 0p1)0.021-0.036-0.0720.075-0.0240.0110.024-0.0420.105-0.051-0.0920.264-0.027-0.1070.0430.024-0.031-0.001-0.057-0.034-0.0360.053-0.0150.035-0.082-0.155-0.0190.136-0.0420.0220.033-0.1560.028-0.037-0.085-0.0600.0380.234-0.0240.0060.133-0.078-0.0310.0670.0720.0260.042-0.138-0.134-0.0200.0100.0560.2300.0160.139-0.048-0.032-0.007-0.1300.1830.1280.082-0.0780.1210.105-0.016-0.036-0.0150.0260.029-0.309-0.035-0.0290.0740.054-0.0860.3340.043-0.2610.025
translate_(-0p1, -0p1)0.052-0.0150.0200.0740.0470.0490.0400.0470.0880.132-0.0680.2300.190-0.021-0.0090.0950.0080.037-0.0750.0430.0390.0460.0390.1080.0950.0180.0010.1400.0550.2850.079-0.0760.067-0.0170.024-0.0280.1020.2910.1430.0380.2170.002-0.0110.0980.0190.0060.202-0.133-0.0690.0790.0780.0850.3030.0750.0810.1190.069-0.050-0.0440.0540.1360.1440.1050.1360.115-0.1210.0440.0960.0820.071-0.3090.095-0.1020.1120.244-0.0080.0000.057-0.261-0.023
translate_(0p1, 0)0.008-0.053-0.0860.0040.0030.0190.046-0.0040.009-0.089-0.0880.0670.019-0.161-0.044-0.071-0.061-0.052-0.166-0.049-0.043-0.0270.0360.065-0.112-0.110-0.022-0.017-0.109-0.024-0.058-0.057-0.028-0.102-0.196-0.060-0.0000.179-0.023-0.0490.108-0.0840.0570.027-0.0530.028-0.048-0.244-0.067-0.099-0.026-0.0300.171-0.0040.134-0.096-0.0720.045-0.1660.0120.0240.0240.0020.0590.000-0.0950.022-0.0450.0260.062-0.309-0.081-0.041-0.029-0.017-0.0630.3340.061-0.2610.010
translate_(-0p1, 0)0.039-0.024-0.0550.0710.0390.0740.0170.0170.1420.023-0.0190.0540.022-0.0240.0030.071-0.0340.032-0.1180.012-0.0070.0270.0230.0700.041-0.081-0.0120.1760.0730.081-0.0180.0040.0210.005-0.081-0.0600.0510.2080.0970.0650.245-0.008-0.0120.1110.0700.0110.058-0.176-0.060-0.0090.0360.0970.2410.0480.163-0.0370.016-0.008-0.0900.1110.1020.1240.0100.1070.221-0.048-0.0350.0010.0480.089-0.309-0.0270.0230.1100.114-0.058-0.0660.097-0.2610.103
translate_(0, 0p1)-0.005-0.087-0.0470.0420.0200.0240.031-0.0000.045-0.120-0.0770.0740.020-0.146-0.002-0.020-0.041-0.005-0.099-0.024-0.046-0.0010.034-0.013-0.049-0.144-0.020-0.040-0.037-0.029-0.014-0.032-0.030-0.069-0.145-0.060-0.0140.2080.009-0.0320.055-0.040-0.0380.071-0.071-0.0220.007-0.222-0.196-0.075-0.0170.0330.1440.0590.079-0.072-0.0340.039-0.1880.1810.0440.137-0.0510.071-0.010-0.0250.048-0.0170.0320.071-0.309-0.051-0.125-0.0370.026-0.046-0.1660.003-0.2610.039
translate_(0, -0p1)0.0330.0060.0590.0670.0510.0090.0050.0080.0830.153-0.0430.0930.028-0.063-0.0180.042-0.002-0.025-0.122-0.014-0.0400.0220.0670.0830.060-0.002-0.0230.0660.0310.099-0.039-0.0550.030-0.029-0.067-0.0600.0740.2560.0930.0320.250-0.031-0.0420.068-0.008-0.0020.087-0.189-0.1500.1230.0740.0480.1840.0450.129-0.0190.0550.034-0.0800.0220.0810.1860.0450.1150.064-0.0190.0440.0240.2720.110-0.3090.089-0.0960.0190.1560.031-0.0840.044-0.2610.140
rotated_30.0250.0300.0400.0150.023-0.0580.0220.0380.0220.050-0.1030.0680.0090.002-0.0060.044-0.0650.013-0.121-0.034-0.032-0.0810.0450.0410.014-0.1260.0020.083-0.019-0.0340.007-0.0550.011-0.070-0.159-0.0600.0930.2430.078-0.0020.249-0.0080.0130.063-0.078-0.0190.093-0.184-0.144-0.0020.0590.0540.1860.0950.087-0.008-0.0090.036-0.0580.0350.0990.146-0.0530.170-0.0080.0260.0700.0050.0910.113-0.3090.011-0.0380.0400.092-0.0190.3340.084-0.2610.076
rotated_50.0380.0470.0470.0610.0650.0200.0550.0140.0960.068-0.0710.110-0.085-0.0390.0280.060-0.076-0.018-0.155-0.027-0.080-0.0700.0260.0290.016-0.030-0.0180.015-0.0530.0210.0280.0750.0190.015-0.121-0.0600.0930.2530.1080.0070.245-0.000-0.0170.076-0.042-0.0070.061-0.217-0.0820.0230.0470.0010.1450.0980.0760.0280.0260.093-0.0480.0480.0960.087-0.0350.1650.0090.0570.0640.0190.1470.140-0.3090.0640.0020.0400.067-0.033-0.2660.088-0.2610.055
rotated_100.042-0.0010.0310.0500.047-0.0120.0430.0310.0750.0920.0090.1320.1200.0020.0450.081-0.086-0.067-0.1230.012-0.0080.0000.0110.080-0.011-0.044-0.0350.146-0.0470.0940.1390.1300.0260.012-0.1550.0110.0480.2500.039-0.0010.220-0.007-0.0900.1000.0690.0270.126-0.102-0.0310.0460.0600.0170.1330.0950.0400.0110.0310.074-0.0890.0380.1330.077-0.0770.129-0.023-0.0330.0600.0290.2300.144-0.3090.130-0.0100.0520.098-0.0500.1030.104-0.2610.032
rotated_450.0190.1400.025-0.112-0.0730.0610.074-0.0040.196-0.0170.1300.235-0.630-0.194-0.1700.030-0.1000.0350.0020.1080.053-0.2570.0630.0620.090-0.1170.1150.3390.0230.1770.1720.0260.032-0.0600.0850.030-0.0940.2260.085-0.0490.356-0.0320.130-0.090-0.0340.1910.121-0.2030.0350.1780.0650.0890.0970.0490.008-0.0120.107-0.108-0.145-0.0390.0890.138-0.0740.0520.1420.0880.1390.159-0.0330.122-0.3090.2070.006-0.0260.095-0.096-0.559-0.051-0.261-0.046
rotated_600.0440.0610.072-0.213-0.197-0.1130.0340.089-0.529-0.1940.1350.243-0.630-0.189-0.195-0.084-0.2320.055-0.0790.1770.031-0.1140.0210.0760.1930.0170.0010.377-0.1410.203-0.011-0.0850.044-0.1640.0700.023-0.1750.226-0.033-0.0520.069-0.0940.155-0.117-0.0480.1660.133-0.2280.0380.1850.0390.1070.0590.1240.0130.1830.046-0.225-0.080-0.0120.1150.128-0.1780.0160.1910.0770.0470.201-0.433-0.351-0.3090.202-0.211-0.0490.0410.297-0.666-0.159-0.261-0.028
rotated_900.060-0.022-0.114-0.055-0.354-0.088-0.028-0.041-0.529-0.239-0.0480.198-0.630-0.386-0.212-0.222-0.2680.065-0.105-0.262-0.0590.067-0.0130.087-0.0070.008-0.058-0.040-0.1560.053-0.035-0.156-0.060-0.258-0.0090.0200.0080.155-0.125-0.206-0.094-0.2410.108-0.0430.0470.0940.020-0.215-0.0970.153-0.045-0.0170.0820.0880.123-0.032-0.210-0.502-0.179-0.2820.138-0.031-0.300-0.1470.056-0.0960.1530.023-0.433-0.385-0.309-0.134-0.460-0.089-0.100-0.303-0.333-0.115-0.261-0.004
flipH0.0140.0120.0070.0150.0630.0250.0120.0040.0320.0190.0110.0660.028-0.056-0.0060.010-0.003-0.106-0.0190.060-0.042-0.056-0.0430.051-0.023-0.0840.0380.067-0.0640.039-0.0920.0130.073-0.071-0.008-0.060-0.0070.225-0.0800.0350.0170.013-0.0780.107-0.0660.0300.075-0.212-0.0100.098-0.0490.0850.0690.0360.071-0.1010.057-0.028-0.0590.0840.0810.0480.1050.077-0.064-0.017-0.0320.0030.0050.093-0.3090.0140.0140.0740.0410.0060.2670.071-0.2610.053
flipV0.0490.0560.009-0.010-0.083-0.048-0.308-0.023-0.330-0.1500.0040.062-0.487-0.113-0.287-0.245-0.2030.048-0.689-0.0170.0630.192-0.050-0.0760.059-0.309-0.1070.140-0.0540.033-0.059-0.035-0.016-0.164-0.262-0.060-0.1020.120-0.103-0.095-0.161-0.117-0.0110.046-0.074-0.0290.053-0.145-0.0700.0750.0440.0040.0100.0600.003-0.075-0.116-0.181-0.295-0.0540.2490.020-0.2680.0850.378-0.019-0.0760.086-0.0590.134-0.309-0.050-0.1770.019-0.008-0.138-0.066-0.213-0.2610.119
dropout-0.0210.0940.0810.0070.1610.147-0.054-0.0700.0680.017-0.2660.297-0.029-0.101-0.231-0.007-0.006-0.117-0.153-0.0910.055-0.1310.045-0.009-0.031-0.2360.016-0.005-0.073-0.097-0.116-0.156-0.028-0.010-0.262-0.0600.0530.1650.0560.0920.084-0.0000.2000.156-0.157-0.062-0.3770.066-0.0070.351-0.196-0.112-0.117-0.083-0.264-0.313-0.022-0.009-0.0930.1380.042-0.102-0.0340.2910.169-0.1400.155-0.1060.4900.171-0.309-0.2980.0010.133-0.139-0.021-0.066-0.380-0.261-0.197
Precision for model e2e_mask_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0300.0000.0380.006-0.0210.013-0.0540.0320.089-0.064-0.1040.181-0.117-0.020-0.001-0.0030.0140.002-0.0930.005-0.028-0.0100.0490.0010.004-0.0470.0190.024-0.048-0.037-0.059-0.1140.015-0.041-0.093-0.0830.0400.2780.0710.0700.202-0.0210.0850.1210.062-0.002-0.051-0.213-0.0840.0580.010-0.0330.1400.0290.154-0.1200.0160.074-0.0890.1220.0430.159-0.0110.061-0.011-0.0370.074-0.0140.1390.089-0.321-0.056-0.0340.0780.100-0.039-0.1260.0440.0000.086
gaussianblur_10-0.094-0.5170.1820.2760.224-0.140-0.3980.509-0.5440.225-0.1490.439-0.346-0.4800.011-0.572-0.4670.278-0.702-0.6510.1460.146-0.8610.147-0.123-0.003-0.105-0.017-0.648-0.115-0.274-0.114-0.0670.416-0.247-0.083-0.323-0.313-0.358-0.106-0.386-0.158-0.372-0.253-0.1480.0400.196-0.302-0.5430.010-0.1560.0210.0440.017-0.389-0.299-0.171-0.6030.059-0.2650.310-0.001-0.347-0.153-0.037-0.119-0.117-0.121-0.473-0.666-0.321-0.435-0.824-0.3040.634-0.312-0.532-0.7220.000-0.207
gaussianblur_20-0.238-0.517-0.421-0.724-0.776-0.765-0.898-0.491-0.544-0.275-0.749-0.561-0.709-0.480-0.500-0.682-0.610-0.722-0.702-0.651-0.854-0.854-0.861-0.853-0.123-0.635-0.105-0.017-0.648-0.115-0.274-0.114-0.067-0.584-0.247-0.083-0.323-0.313-0.358-0.280-0.386-0.280-0.372-0.253-0.148-0.4010.410-0.436-0.5430.072-0.519-0.309-0.527-0.529-0.613-0.449-0.381-0.603-0.441-0.765-0.459-0.701-0.608-0.686-0.102-0.119-0.451-0.121-0.473-0.666-0.321-0.435-0.824-0.304-0.366-0.312-0.532-0.7220.000-0.207
superpixels_0p10.008-0.227-0.162-0.008-0.1270.067-0.284-0.180-0.358-0.178-0.0960.180-0.526-0.184-0.0100.029-0.182-0.109-0.321-0.347-0.088-0.3030.1390.013-0.123-0.112-0.1050.055-0.2470.130-0.274-0.114-0.067-0.214-0.247-0.083-0.2530.116-0.0590.0230.208-0.0150.128-0.018-0.1480.1130.059-0.095-0.0500.141-0.152-0.022-0.0660.055-0.290-0.312-0.0950.158-0.220-0.2970.0160.189-0.222-0.0150.326-0.119-0.0730.0010.027-0.077-0.321-0.189-0.4150.1280.196-0.116-0.532-0.0320.000-0.207
superpixels_0p5-0.0430.055-0.3060.276-0.128-0.209-0.478-0.253-0.501-0.244-0.3490.169-0.502-0.237-0.026-0.149-0.333-0.249-0.542-0.439-0.161-0.3250.0620.147-0.123-0.265-0.1050.109-0.131-0.115-0.274-0.114-0.067-0.263-0.247-0.083-0.323-0.313-0.358-0.150-0.3860.037-0.372-0.071-0.1480.152-0.074-0.130-0.043-0.175-0.1820.102-0.527-0.105-0.305-0.376-0.249-0.245-0.4410.235-0.0130.246-0.318-0.115-0.102-0.119-0.0350.169-0.173-0.416-0.321-0.341-0.4760.0830.054-0.3120.468-0.1310.000-0.207
superpixels_0p85-0.075-0.517-0.383-0.724-0.776-0.765-0.398-0.435-0.500-0.269-0.5750.131-0.709-0.147-0.126-0.682-0.610-0.722-0.702-0.651-0.854-0.3540.139-0.853-0.123-0.302-0.105-0.017-0.648-0.115-0.274-0.114-0.067-0.403-0.247-0.083-0.323-0.313-0.358-0.137-0.3860.156-0.372-0.253-0.148-0.401-0.590-0.436-0.5430.572-0.286-0.142-0.5270.138-0.363-0.323-0.381-0.603-0.223-0.765-0.4590.299-0.2780.314-0.102-0.119-0.451-0.121-0.473-0.666-0.321-0.4350.176-0.304-0.366-0.312-0.532-0.5040.000-0.207
colorspace_250.035-0.0850.0440.0520.0520.000-0.0150.0340.0360.017-0.0350.152-0.127-0.152-0.054-0.043-0.037-0.045-0.213-0.0840.005-0.0610.0460.0120.043-0.0370.015-0.017-0.088-0.061-0.026-0.114-0.008-0.023-0.247-0.0830.0370.2180.0220.0060.162-0.0770.0210.040-0.063-0.053-0.095-0.239-0.3830.251-0.230-0.3090.4730.0700.049-0.152-0.0180.093-0.1390.0610.0720.1420.0190.1390.004-0.0610.014-0.030-0.0660.079-0.321-0.055-0.0610.0780.134-0.020-0.111-0.0430.000-0.009
colorspace_500.040-0.0270.0380.0760.043-0.004-0.058-0.0300.010-0.038-0.1170.124-0.148-0.171-0.053-0.0450.003-0.067-0.175-0.089-0.034-0.1350.0540.0060.043-0.133-0.012-0.017-0.173-0.049-0.073-0.1140.018-0.008-0.247-0.0830.0690.1940.0100.0140.242-0.0860.0060.117-0.0550.0020.043-0.088-0.5430.438-0.234-0.309-0.5270.1030.030-0.222-0.0210.159-0.143-0.1120.0410.1250.0140.0690.007-0.1190.061-0.0610.0600.023-0.3210.013-0.0050.0660.108-0.003-0.2370.0350.000-0.074
averageblur_5_110.023-0.0140.0600.0830.0730.048-0.1100.0970.020-0.0360.0680.356-0.114-0.203-0.003-0.118-0.1650.096-0.317-0.048-0.104-0.0450.0610.0220.0420.0010.1140.026-0.0180.0040.004-0.1140.025-0.084-0.247-0.0830.1310.3360.0640.2020.2340.0010.1470.0140.1140.0120.137-0.245-0.1410.094-0.0940.0220.1010.0080.210-0.065-0.0440.167-0.0960.0510.0410.101-0.015-0.0260.129-0.0050.095-0.0040.1590.075-0.321-0.025-0.0930.1240.1860.033-0.1990.0730.000-0.045
medianblur_10.0130.0210.0400.0010.0160.061-0.0480.0850.004-0.0550.0090.066-0.042-0.061-0.202-0.085-0.2240.026-0.145-0.207-0.0670.0270.089-0.002-0.003-0.136-0.045-0.017-0.035-0.034-0.026-0.1140.015-0.206-0.247-0.0830.0440.2680.0800.1170.212-0.019-0.0400.015-0.0080.037-0.070-0.192-0.0260.081-0.011-0.058-0.001-0.025-0.112-0.047-0.0200.135-0.0370.0550.0540.1120.0130.1140.021-0.0440.0980.0090.2930.097-0.321-0.009-0.0500.0500.2630.007-0.199-0.0480.000-0.008
sharpen_00.022-0.1390.0000.0600.022-0.018-0.0110.044-0.026-0.048-0.0450.119-0.109-0.088-0.086-0.041-0.020-0.052-0.165-0.029-0.0130.0210.024-0.0290.023-0.1390.029-0.000-0.163-0.024-0.020-0.114-0.012-0.022-0.160-0.083-0.0060.2140.0460.0580.172-0.001-0.0520.040-0.115-0.031-0.054-0.297-0.1800.1190.014-0.025-0.002-0.0660.041-0.213-0.0160.011-0.0740.0170.1180.146-0.0150.1080.028-0.0680.005-0.0480.196-0.004-0.321-0.068-0.025-0.0100.077-0.011-0.0020.0110.000-0.207
sharpen_10.016-0.0670.0110.0250.0340.021-0.056-0.049-0.033-0.029-0.0360.181-0.078-0.190-0.047-0.0430.044-0.091-0.215-0.068-0.0280.0140.040-0.0260.059-0.1330.016-0.004-0.126-0.020-0.024-0.114-0.014-0.065-0.247-0.083-0.0050.2650.0200.0610.147-0.0180.0500.063-0.107-0.040-0.050-0.233-0.2720.0930.0410.0010.099-0.023-0.008-0.2280.0020.037-0.0790.0840.0910.1450.0250.1310.020-0.0620.038-0.0320.436-0.077-0.321-0.016-0.0780.0040.0870.0080.0680.0760.000-0.088
sharpen_20.022-0.0830.0340.0490.0140.066-0.084-0.0180.030-0.037-0.0690.158-0.119-0.147-0.0720.0060.053-0.096-0.2360.011-0.0500.0000.036-0.0310.073-0.0910.0040.006-0.154-0.031-0.032-0.114-0.006-0.066-0.247-0.083-0.0160.248-0.0100.0600.201-0.0090.0800.049-0.094-0.030-0.035-0.137-0.2180.0430.046-0.0960.053-0.0160.028-0.164-0.0430.063-0.0810.0230.0520.167-0.0320.1150.029-0.0740.122-0.0670.277-0.047-0.3210.010-0.002-0.0060.0630.002-0.0630.0250.000-0.101
addintensity_-800.0180.0630.0240.023-0.0030.068-0.121-0.048-0.001-0.028-0.0810.229-0.109-0.064-0.032-0.063-0.103-0.085-0.105-0.127-0.020-0.2390.0590.0400.036-0.0540.0910.034-0.076-0.030-0.053-0.114-0.004-0.041-0.096-0.083-0.0010.2150.038-0.0150.223-0.0600.0790.0690.0550.0130.084-0.221-0.185-0.054-0.0030.1120.080-0.0080.142-0.1460.0380.105-0.0940.1430.0630.128-0.0290.097-0.006-0.068-0.000-0.0430.020-0.104-0.321-0.050-0.1170.0240.033-0.015-0.1570.1040.000-0.033
addintensity_800.020-0.011-0.0000.060-0.002-0.0360.0130.0290.030-0.0080.0040.024-0.089-0.057-0.0440.007-0.056-0.032-0.009-0.0890.010-0.0930.044-0.0650.067-0.0650.0320.035-0.048-0.056-0.073-0.114-0.0110.008-0.159-0.0830.0490.1940.0370.0120.119-0.027-0.0350.0090.145-0.0350.041-0.121-0.0560.2320.047-0.0500.1610.0040.059-0.1210.0020.030-0.1170.0070.0700.0680.0350.0980.010-0.0380.045-0.0420.0270.159-0.321-0.097-0.0560.0680.111-0.008-0.1230.1080.000-0.051
elementrandomintensity_1-0.0340.030-0.1350.0920.095-0.068-0.013-0.126-0.0170.057-0.3320.345-0.370-0.274-0.165-0.178-0.153-0.151-0.271-0.256-0.022-0.3290.072-0.058-0.005-0.2060.2070.020-0.277-0.115-0.051-0.114-0.067-0.067-0.247-0.0830.0940.1440.036-0.1630.209-0.0390.462-0.0030.249-0.0710.274-0.165-0.543-0.182-0.245-0.285-0.072-0.037-0.475-0.318-0.1460.024-0.324-0.0360.1930.0180.0370.1360.231-0.1190.458-0.121-0.4730.334-0.321-0.0580.1760.045-0.089-0.018-0.032-0.1860.000-0.207
multiplyintensity_0p250.033-0.0120.0590.1070.0390.118-0.0520.0290.015-0.0180.1070.208-0.043-0.151-0.069-0.0470.029-0.0100.005-0.0690.045-0.0680.0630.0040.026-0.0800.0270.022-0.0560.045-0.089-0.114-0.0220.051-0.247-0.083-0.0440.2310.1010.0720.255-0.0210.1960.2390.152-0.0330.076-0.042-0.1400.273-0.001-0.1570.1440.0720.135-0.234-0.0020.017-0.103-0.0420.1390.141-0.0170.1150.026-0.0250.0320.0720.1100.043-0.321-0.008-0.1660.0540.0670.086-0.0020.1020.000-0.013
multiplyintensity_20.0160.0610.0000.0400.0450.0110.0200.075-0.005-0.032-0.0770.068-0.081-0.095-0.054-0.0330.020-0.100-0.089-0.036-0.012-0.0600.065-0.033-0.009-0.1620.0090.007-0.058-0.048-0.077-0.114-0.011-0.002-0.247-0.0830.0410.2270.1050.0230.146-0.067-0.0140.012-0.020-0.100-0.061-0.243-0.0730.0160.0030.059-0.023-0.103-0.025-0.153-0.0010.045-0.1300.1200.0520.144-0.0150.1520.068-0.0230.0110.015-0.025-0.075-0.321-0.108-0.0200.0470.093-0.028-0.2920.0310.0000.087
contrastnormalization_00.034-0.0300.0460.0290.026-0.032-0.022-0.0150.0430.037-0.1290.095-0.091-0.098-0.007-0.042-0.050-0.066-0.1440.028-0.0020.0030.0270.0110.058-0.0730.0120.007-0.022-0.053-0.091-0.114-0.009-0.112-0.247-0.0830.0520.1870.0590.0370.120-0.0640.000-0.0500.009-0.0110.078-0.192-0.3490.0950.013-0.0460.169-0.0010.094-0.1270.0080.094-0.1180.0830.0380.0990.0180.0220.003-0.0960.085-0.0600.0910.055-0.321-0.072-0.0470.0170.097-0.016-0.1750.0290.000-0.038
contrastnormalization_10.025-0.046-0.0130.087-0.022-0.041-0.0540.0330.015-0.0340.0320.109-0.118-0.125-0.021-0.037-0.028-0.062-0.118-0.007-0.009-0.0480.042-0.0380.060-0.069-0.0160.017-0.108-0.048-0.108-0.1140.022-0.113-0.170-0.0830.0250.2200.0520.0310.069-0.054-0.0540.0770.031-0.0200.003-0.173-0.0640.0740.0090.0190.2210.0480.036-0.060-0.0050.082-0.1630.0730.0540.0700.0320.075-0.016-0.0770.068-0.0540.1460.172-0.321-0.091-0.1250.0300.111-0.0140.008-0.0400.000-0.060
contrastnormalization_20.030-0.1070.0530.0130.0380.014-0.0200.0290.064-0.020-0.0350.206-0.094-0.127-0.0310.0020.003-0.091-0.147-0.009-0.007-0.0630.009-0.0240.102-0.075-0.0010.019-0.065-0.037-0.035-0.114-0.010-0.099-0.172-0.0830.0190.1990.0820.0410.162-0.034-0.118-0.0290.045-0.0300.018-0.175-0.251-0.0020.0060.0200.047-0.0410.020-0.1160.0240.063-0.1200.043-0.0030.0730.0540.103-0.006-0.0400.080-0.0400.0850.099-0.3210.014-0.1210.0310.074-0.038-0.1570.0420.0000.003
elastic_1-0.014-0.517-0.1670.276-0.776-0.201-0.0580.246-0.3190.050-0.4300.439-0.334-0.0900.358-0.184-0.166-0.325-0.228-0.384-0.007-0.3540.139-0.065-0.123-0.100-0.105-0.017-0.194-0.027-0.274-0.114-0.067-0.400-0.247-0.083-0.3230.0100.0420.3350.2800.126-0.3720.2470.852-0.0570.160-0.211-0.5430.141-0.250-0.0280.4730.048-0.381-0.2610.0280.097-0.2140.2350.084-0.018-0.0440.2460.898-0.119-0.4510.879-0.473-0.666-0.321-0.050-0.824-0.304-0.3660.2050.468-0.1290.000-0.207
scaled_1p250.068-0.0390.0510.0100.0710.0350.0540.1380.1130.1060.0100.2890.0320.0180.0290.0610.0360.038-0.1590.0080.0480.0290.0540.0690.012-0.0130.0220.2290.0000.3340.107-0.0260.0750.0930.004-0.0830.0980.3440.1380.0550.1860.027-0.1020.0940.003-0.0030.155-0.1980.0290.1100.0720.1350.2010.0730.0610.1310.0620.045-0.1420.0310.1230.1260.1220.0790.030-0.1190.0270.139-0.0650.035-0.3210.026-0.0970.1530.2640.005-0.2590.0660.000-0.019
scaled_0p75-0.074-0.133-0.194-0.055-0.060-0.143-0.000-0.017-0.148-0.201-0.1320.249-0.039-0.136-0.050-0.084-0.018-0.052-0.279-0.126-0.053-0.029-0.029-0.093-0.037-0.198-0.0250.021-0.131-0.115-0.092-0.114-0.067-0.177-0.111-0.083-0.0620.009-0.263-0.100-0.107-0.188-0.164-0.095-0.083-0.205-0.007-0.305-0.136-0.064-0.1750.018-0.042-0.1530.074-0.113-0.1710.105-0.259-0.074-0.043-0.112-0.081-0.0030.016-0.075-0.081-0.081-0.182-0.152-0.321-0.220-0.098-0.062-0.046-0.115-0.0320.0270.000-0.007
scaled_0p5-0.210-0.159-0.286-0.144-0.176-0.150-0.1510.016-0.362-0.207-0.292-0.159-0.054-0.193-0.204-0.151-0.153-0.177-0.315-0.179-0.210-0.229-0.182-0.138-0.098-0.196-0.105-0.017-0.269-0.115-0.242-0.114-0.067-0.274-0.247-0.083-0.307-0.070-0.333-0.169-0.275-0.248-0.372-0.253-0.148-0.267-0.126-0.318-0.211-0.308-0.274-0.243-0.118-0.125-0.029-0.095-0.302-0.113-0.3050.0040.020-0.267-0.352-0.283-0.102-0.119-0.364-0.0300.028-0.397-0.321-0.266-0.221-0.165-0.168-0.077-0.032-0.2030.0000.293
scaled_(1p25, 1p0)0.0610.044-0.0120.0200.0640.0020.0380.1550.1010.028-0.0470.279-0.129-0.014-0.0100.0450.0240.041-0.0690.0530.033-0.1120.0190.0380.048-0.0420.0590.1430.0000.111-0.038-0.1140.0370.048-0.105-0.0830.0380.2350.0360.0720.180-0.011-0.0380.0780.0660.0120.099-0.1380.0260.0340.0890.0960.187-0.0470.0280.0300.0410.060-0.1250.0180.0760.1090.0890.0760.017-0.0360.052-0.0060.073-0.006-0.3210.105-0.1010.1280.127-0.115-0.1990.0610.0000.136
scaled_(0p75, 1p0)-0.023-0.076-0.143-0.049-0.011-0.0570.001-0.027-0.024-0.151-0.0630.143-0.057-0.051-0.004-0.085-0.084-0.168-0.204-0.098-0.034-0.010-0.001-0.095-0.075-0.037-0.0360.005-0.182-0.115-0.102-0.114-0.002-0.108-0.182-0.083-0.0390.114-0.092-0.0270.020-0.143-0.091-0.087-0.109-0.137-0.046-0.144-0.101-0.016-0.042-0.075-0.0240.0970.170-0.150-0.1050.136-0.1610.1350.004-0.091-0.0540.0780.018-0.0790.016-0.0800.171-0.117-0.321-0.158-0.114-0.0340.005-0.028-0.0430.0240.0000.207
scaled_(1p0, 1p25)0.039-0.0150.0600.0560.066-0.007-0.0180.0550.0630.146-0.0450.183-0.070-0.0590.0310.0760.001-0.106-0.162-0.0840.0200.0220.0330.0270.0120.038-0.0320.0190.0480.0910.041-0.0050.019-0.013-0.028-0.0830.1110.2550.0760.0270.147-0.023-0.0620.0070.1290.0310.117-0.235-0.0130.0640.0250.0650.1920.0890.061-0.0730.0350.053-0.0950.1730.1190.1270.0600.141-0.014-0.0490.0660.0790.1580.053-0.3210.0230.0820.0780.1540.061-0.1990.0860.000-0.030
scaled_(1p0, 0p75)-0.007-0.082-0.092-0.009-0.0320.0230.0100.040-0.060-0.170-0.1040.271-0.121-0.066-0.066-0.064-0.0000.046-0.216-0.030-0.0120.010-0.011-0.0500.035-0.207-0.0200.034-0.068-0.046-0.037-0.114-0.032-0.070-0.108-0.083-0.0630.069-0.028-0.0450.026-0.125-0.005-0.0300.033-0.124-0.043-0.219-0.1840.034-0.034-0.0190.084-0.134-0.017-0.105-0.0580.072-0.175-0.012-0.0200.043-0.084-0.037-0.010-0.052-0.036-0.066-0.075-0.121-0.321-0.090-0.031-0.0540.008-0.008-0.1110.0550.0000.193
translate_(0p1, 0p1)-0.025-0.170-0.144-0.064-0.025-0.1000.0140.014-0.051-0.1530.0030.052-0.061-0.0980.001-0.087-0.015-0.043-0.127-0.049-0.012-0.093-0.0030.021-0.104-0.142-0.046-0.000-0.236-0.115-0.074-0.1140.006-0.093-0.180-0.083-0.0790.097-0.101-0.085-0.083-0.1300.022-0.049-0.089-0.069-0.040-0.257-0.152-0.140-0.065-0.010-0.067-0.0510.144-0.095-0.1010.036-0.2840.0480.0120.051-0.0710.010-0.005-0.077-0.081-0.070-0.0260.009-0.321-0.136-0.085-0.024-0.018-0.004-0.0770.0140.000-0.049
translate_(0p1, -0p1)0.023-0.056-0.029-0.0020.074-0.1010.0060.0320.0270.023-0.0710.122-0.104-0.0630.003-0.0160.003-0.058-0.084-0.041-0.002-0.0780.0440.071-0.0450.027-0.0460.014-0.1230.043-0.055-0.031-0.001-0.005-0.131-0.0830.0350.1850.018-0.0030.030-0.0820.011-0.0860.025-0.0400.056-0.2910.0640.0080.024-0.028-0.0030.0110.0390.004-0.0450.174-0.1360.0550.0830.0130.0350.099-0.007-0.0550.043-0.002-0.0170.001-0.3210.031-0.024-0.0150.0890.048-0.2240.0350.000-0.091
translate_(-0p1, 0p1)0.028-0.130-0.0580.0820.0240.032-0.0040.1090.023-0.093-0.0660.218-0.146-0.053-0.0060.045-0.030-0.054-0.129-0.0110.0050.0700.040-0.0050.009-0.1260.0280.140-0.0590.014-0.002-0.1140.024-0.026-0.076-0.0830.0390.2690.0240.0060.107-0.085-0.0760.0220.0660.0170.034-0.180-0.088-0.0290.0270.0530.187-0.0450.094-0.020-0.0070.036-0.0880.0840.0660.099-0.0250.0820.054-0.034-0.1030.0180.167-0.058-0.321-0.035-0.0310.0810.047-0.0760.1350.0690.0000.000
translate_(-0p1, -0p1)0.0620.0460.0370.0570.0560.046-0.0360.0720.0470.089-0.0410.2500.063-0.0030.0670.1310.069-0.015-0.1020.0610.0590.0350.0750.0480.0580.0170.0240.2180.0750.297-0.0100.0310.0650.0150.033-0.0830.0820.2640.1350.0650.113-0.016-0.0890.0500.0920.0170.146-0.1810.0930.1090.1080.1240.2140.0590.0580.0190.0710.150-0.1050.0330.1190.0990.0980.0770.100-0.0790.0670.1120.018-0.024-0.3210.155-0.0660.0540.244-0.014-0.1410.1180.000-0.030
translate_(0p1, 0)0.005-0.087-0.0960.009-0.015-0.0390.0220.024-0.025-0.125-0.001-0.054-0.039-0.093-0.043-0.035-0.002-0.018-0.091-0.0380.024-0.0610.0310.017-0.006-0.078-0.0300.017-0.153-0.047-0.026-0.114-0.032-0.021-0.121-0.083-0.0360.138-0.019-0.0350.056-0.1030.050-0.048-0.012-0.042-0.002-0.213-0.063-0.121-0.044-0.0530.009-0.0140.028-0.104-0.0700.098-0.180-0.012-0.0110.030-0.0420.068-0.003-0.079-0.006-0.031-0.0740.033-0.321-0.111-0.036-0.0030.0250.0310.2420.0690.0000.043
translate_(-0p1, 0)0.0470.025-0.0370.0710.0020.0680.0330.0510.0450.005-0.0840.167-0.014-0.0030.0600.1270.009-0.043-0.1530.0500.038-0.0090.0140.0170.058-0.0350.0180.1800.0240.131-0.061-0.1140.0110.018-0.079-0.0830.0350.2320.1010.0610.143-0.0160.0040.0790.0950.0240.051-0.197-0.1140.0940.0340.0790.265-0.0010.1670.0290.0090.066-0.0880.0960.0620.1190.0440.114-0.012-0.0780.003-0.0040.1990.022-0.3210.000-0.0990.0870.148-0.070-0.2080.0630.000-0.026
translate_(0, 0p1)0.000-0.057-0.0640.0270.003-0.029-0.0170.0470.003-0.142-0.0260.093-0.081-0.102-0.0390.025-0.016-0.019-0.144-0.017-0.022-0.0060.016-0.036-0.016-0.168-0.0360.001-0.126-0.049-0.038-0.114-0.004-0.113-0.130-0.0130.0180.1860.043-0.0200.110-0.068-0.030-0.0350.018-0.049-0.001-0.257-0.122-0.080-0.0320.0380.084-0.0410.158-0.045-0.0170.097-0.1520.1330.0350.071-0.057-0.0220.059-0.0260.0300.016-0.0540.025-0.321-0.035-0.045-0.0080.0220.0080.3500.0480.000-0.006
translate_(0, -0p1)0.0380.0770.0560.0530.029-0.019-0.0290.0670.0360.111-0.0610.1720.026-0.1320.0520.0730.058-0.062-0.163-0.0810.0050.0280.0470.0220.025-0.012-0.0100.008-0.0060.087-0.050-0.1140.052-0.015-0.069-0.0830.0950.2420.1050.0460.126-0.036-0.078-0.0400.0890.0170.129-0.267-0.0240.1380.0210.0710.127-0.0040.1140.0270.0110.112-0.0950.0310.0800.1090.0640.0860.076-0.0490.0830.0140.0720.039-0.3210.114-0.0320.0200.1660.075-0.1990.1070.000-0.028
rotated_30.0360.0370.0460.0360.027-0.045-0.0370.0660.0700.010-0.0080.294-0.147-0.0420.0500.072-0.048-0.010-0.105-0.0090.005-0.0140.0320.0150.024-0.1200.0440.098-0.025-0.053-0.066-0.0110.051-0.038-0.102-0.0830.0540.2260.0850.0230.211-0.003-0.0510.0750.0510.0090.026-0.202-0.1000.0430.0530.0230.074-0.0080.118-0.0110.0030.064-0.0910.0840.0590.092-0.0030.0970.034-0.0550.1110.0290.123-0.012-0.3210.055-0.0590.0520.1290.024-0.1990.0840.000-0.006
rotated_50.0380.0750.0580.0400.028-0.0040.0030.0650.0780.085-0.0160.131-0.1690.0040.0520.101-0.013-0.013-0.183-0.0130.0010.0110.0270.0110.016-0.088-0.0240.1170.0180.0130.0350.0820.0160.010-0.176-0.0830.0140.2530.1140.0470.1970.0060.0090.0510.0540.0090.040-0.179-0.0380.0590.057-0.0230.1710.0460.1290.0300.0050.136-0.1170.0670.0480.051-0.0460.052-0.0080.0310.0850.0220.1640.114-0.3210.0060.0740.0430.1450.018-0.1990.0980.0000.093
rotated_100.0490.1230.0130.035-0.011-0.0410.0230.0530.1640.1060.0210.1260.0220.0180.0540.102-0.022-0.042-0.1390.0480.062-0.0010.0350.0300.049-0.0640.0670.1250.0340.0670.1150.1000.045-0.037-0.112-0.0830.0100.2520.0630.0350.239-0.0250.0070.0640.068-0.0150.117-0.1680.0030.0750.0490.0420.0660.0630.0880.0610.0040.143-0.1120.0620.0850.048-0.0000.071-0.013-0.0020.1550.0130.2330.161-0.3210.0860.0850.0630.1370.013-0.2240.1150.000-0.029
rotated_450.0220.0190.0430.002-0.0480.0720.075-0.1290.0410.0970.1200.198-0.709-0.270-0.1000.008-0.163-0.0250.0260.0760.025-0.1050.0570.0550.137-0.0670.1170.436-0.0230.1490.1370.1380.006-0.0550.117-0.015-0.0510.3430.0690.0080.4600.0110.195-0.0820.0850.1400.029-0.238-0.0540.1020.0840.0550.0610.0490.0910.0470.0870.155-0.134-0.0040.1060.2280.1740.0460.3090.0940.2020.0640.527-0.178-0.3210.2490.0770.1210.1220.012-0.3860.1070.000-0.116
rotated_600.0420.0650.090-0.218-0.168-0.0600.078-0.1570.456-0.2100.0380.291-0.709-0.227-0.225-0.031-0.2270.1230.0910.0880.085-0.1440.044-0.0030.199-0.0540.0480.4900.1010.2550.009-0.0130.020-0.1810.224-0.083-0.1720.2670.042-0.0670.140-0.0500.109-0.0680.0240.0850.027-0.285-0.0940.2070.0310.1090.0630.1050.0480.1310.007-0.259-0.181-0.1140.1360.106-0.0700.0330.1790.1030.1220.142-0.473-0.029-0.3210.065-0.3270.0730.070-0.029-0.407-0.0870.000-0.078
rotated_900.042-0.041-0.115-0.162-0.3410.024-0.216-0.3230.456-0.2750.1210.116-0.471-0.417-0.237-0.180-0.305-0.079-0.013-0.1390.026-0.1660.0420.0340.002-0.1730.061-0.017-0.0240.064-0.100-0.114-0.017-0.162-0.247-0.034-0.1620.047-0.079-0.1690.098-0.0460.177-0.1280.1200.159-0.058-0.251-0.1580.130-0.0200.0290.0620.1610.0970.301-0.177-0.070-0.177-0.2730.220-0.153-0.269-0.223-0.102-0.017-0.0570.040-0.473-0.372-0.321-0.247-0.560-0.008-0.059-0.312-0.132-0.2390.000-0.047
flipH0.0170.0450.0080.0120.0160.0350.0450.092-0.0140.0070.0160.1220.051-0.0230.001-0.037-0.016-0.054-0.0970.0640.000-0.127-0.0270.016-0.038-0.0460.0470.047-0.1360.010-0.075-0.0170.061-0.0230.123-0.011-0.0460.259-0.0180.0570.0440.022-0.0230.0410.0620.0290.058-0.185-0.0420.059-0.0170.049-0.045-0.0080.120-0.0810.0390.036-0.1380.0800.0710.0120.0940.0450.0220.0510.0720.0600.112-0.033-0.321-0.027-0.0910.1030.084-0.0110.3470.1280.000-0.003
flipV0.0560.171-0.1160.055-0.1170.114-0.208-0.373-0.328-0.140-0.0430.120-0.437-0.170-0.293-0.193-0.241-0.0060.048-0.1390.128-0.140-0.016-0.063-0.062-0.410-0.1050.264-0.1660.0510.1530.0870.028-0.195-0.247-0.083-0.1430.067-0.077-0.155-0.138-0.133-0.0270.0480.112-0.0020.029-0.042-0.0910.0890.0780.0590.0610.125-0.0590.205-0.075-0.603-0.2230.0050.177-0.219-0.1660.0500.523-0.005-0.0140.0530.087-0.197-0.3210.004-0.3650.004-0.028-0.184-0.259-0.1160.0000.109
dropout0.0160.0720.0180.0190.1600.083-0.003-0.058-0.003-0.017-0.1080.258-0.094-0.102-0.168-0.076-0.124-0.104-0.252-0.1870.068-0.2110.0360.002-0.123-0.1390.025-0.017-0.045-0.115-0.034-0.114-0.067-0.079-0.188-0.0830.0270.1500.0990.0530.161-0.0430.2450.0730.009-0.053-0.211-0.291-0.1820.364-0.149-0.0440.179-0.105-0.207-0.240-0.0670.008-0.156-0.0460.029-0.1400.0060.0870.192-0.1190.314-0.121-0.0020.088-0.321-0.199-0.8240.116-0.101-0.100-0.032-0.3890.000-0.207
Precision for model retinanet_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.029-0.0460.0530.0190.0040.015-0.0350.001-0.0070.0500.0580.179-0.087-0.143-0.1040.064-0.176-0.032-0.125-0.014-0.010-0.0110.0590.037-0.0390.0110.0660.063-0.003-0.028-0.077-0.1080.004-0.015-0.179-0.0470.0840.1750.0860.0980.078-0.0740.054-0.072-0.1920.0250.000-0.264-0.1380.0840.036-0.0100.0330.0530.061-0.0620.0160.149-0.1310.0550.0150.034-0.0610.0540.024-0.1370.085-0.0550.0180.0230.000-0.0630.0680.0720.1380.033-0.0820.0600.000-0.152
gaussianblur_100.009-0.561-0.024-0.770-0.796-0.344-0.405-0.550-0.532-0.3270.2620.337-0.757-0.518-0.530-0.445-0.556-0.720-0.736-0.671-0.464-0.331-0.849-0.851-0.159-0.650-0.134-0.034-0.686-0.097-0.385-0.108-0.106-0.644-0.266-0.047-0.300-0.338-0.359-0.168-0.391-0.202-0.432-0.395-0.192-0.058-0.116-0.534-0.5390.001-0.5230.074-0.605-0.0400.082-0.434-0.393-0.701-0.496-0.8060.392-0.701-0.430-0.0120.253-0.137-0.517-0.1570.047-0.6800.000-0.4760.187-0.292-0.349-0.323-0.654-0.7410.000-0.152
gaussianblur_20-0.181-0.561-0.424-0.770-0.796-0.811-0.905-0.550-0.532-0.327-0.738-0.663-0.757-0.518-0.530-0.624-0.688-0.720-0.736-0.671-0.8920.169-0.849-0.851-0.159-0.650-0.134-0.034-0.686-0.097-0.385-0.108-0.106-0.644-0.266-0.047-0.300-0.338-0.359-0.286-0.391-0.313-0.432-0.395-0.192-0.433-0.616-0.534-0.539-0.153-0.523-0.371-0.605-0.540-0.668-0.434-0.393-0.701-0.496-0.806-0.608-0.701-0.652-0.685-0.080-0.137-0.517-0.157-0.453-0.6800.000-0.476-0.813-0.292-0.349-0.323-0.654-0.7410.000-0.152
superpixels_0p10.019-0.384-0.107-0.089-0.297-0.114-0.284-0.218-0.343-0.151-0.2610.051-0.357-0.220-0.130-0.099-0.037-0.230-0.386-0.300-0.021-0.1640.071-0.018-0.159-0.217-0.134-0.034-0.154-0.097-0.385-0.1080.014-0.250-0.266-0.047-0.1190.6620.0220.1400.0250.037-0.432-0.395-0.1920.0840.134-0.105-0.2540.097-0.1230.0100.1640.072-0.306-0.306-0.0570.038-0.285-0.092-0.0170.104-0.3010.1840.253-0.1370.149-0.054-0.145-0.2850.000-0.226-0.2460.0830.124-0.323-0.654-0.1920.000-0.152
superpixels_0p5-0.003-0.561-0.1480.230-0.082-0.180-0.500-0.406-0.405-0.268-0.267-0.048-0.603-0.185-0.0300.3760.040-0.720-0.736-0.671-0.892-0.8310.1510.149-0.159-0.302-0.1340.251-0.686-0.097-0.385-0.108-0.106-0.320-0.266-0.047-0.300-0.338-0.359-0.181-0.3910.149-0.432-0.395-0.192-0.2900.0500.133-0.5390.026-0.3140.139-0.6050.460-0.371-0.337-0.3930.299-0.496-0.3060.3920.299-0.3760.007-0.080-0.1370.483-0.1570.147-0.0130.000-0.476-0.531-0.2920.134-0.3230.346-0.6260.000-0.152
superpixels_0p85-0.149-0.561-0.258-0.770-0.433-0.811-0.905-0.550-0.532-0.313-0.515-0.310-0.757-0.518-0.5300.376-0.688-0.720-0.736-0.671-0.892-0.831-0.849-0.851-0.159-0.150-0.134-0.034-0.686-0.097-0.385-0.108-0.106-0.311-0.266-0.047-0.300-0.338-0.359-0.286-0.391-0.313-0.432-0.395-0.192-0.433-0.616-0.534-0.539-0.403-0.357-0.371-0.605-0.540-0.668-0.291-0.393-0.701-0.274-0.806-0.608-0.701-0.4860.315-0.080-0.137-0.517-0.157-0.453-0.6800.000-0.476-0.813-0.292-0.349-0.323-0.6540.2590.000-0.152
colorspace_250.029-0.0410.0600.067-0.018-0.016-0.065-0.086-0.041-0.086-0.0060.197-0.105-0.173-0.086-0.008-0.108-0.020-0.193-0.1040.003-0.0370.0050.0350.038-0.1010.0230.020-0.105-0.045-0.062-0.108-0.045-0.167-0.266-0.0470.0810.1880.0660.0790.201-0.049-0.145-0.0330.058-0.052-0.031-0.136-0.5390.264-0.286-0.3710.3950.0920.151-0.064-0.0180.142-0.2080.0640.1080.053-0.0540.0720.036-0.137-0.079-0.025-0.0080.0350.000-0.079-0.0480.0430.1290.066-0.3540.0430.000-0.152
colorspace_500.034-0.0260.0480.090-0.031-0.022-0.055-0.0910.021-0.0100.0250.048-0.151-0.123-0.0450.021-0.136-0.070-0.169-0.0980.008-0.1950.0540.0490.027-0.119-0.054-0.034-0.104-0.051-0.147-0.108-0.022-0.064-0.266-0.0470.1340.2450.0410.0320.179-0.0780.0830.0400.087-0.0120.0380.466-0.5390.430-0.261-0.3710.395-0.1710.095-0.1960.0180.163-0.119-0.0420.0860.015-0.0750.1220.027-0.137-0.053-0.0500.1090.0630.000-0.040-0.0380.0370.0950.042-0.3540.0700.000-0.152
averageblur_5_110.030-0.0670.0890.056-0.0150.030-0.2010.0340.0680.0200.0420.235-0.257-0.090-0.009-0.170-0.1810.073-0.099-0.125-0.050-0.0720.0900.030-0.159-0.0030.072-0.0340.087-0.021-0.070-0.108-0.022-0.228-0.266-0.0470.0500.2540.1020.1190.105-0.0490.045-0.0340.1030.0860.067-0.243-0.1120.103-0.056-0.0440.2340.0570.079-0.0210.0180.120-0.1790.0660.0430.085-0.105-0.0140.097-0.137-0.010-0.043-0.070-0.0250.000-0.0100.0370.1990.1610.048-0.154-0.0060.000-0.152
medianblur_10.0090.0110.0740.073-0.0450.003-0.2250.045-0.0520.0340.0550.0480.180-0.093-0.162-0.028-0.2460.021-0.191-0.113-0.057-0.0520.0700.048-0.1590.007-0.1340.024-0.054-0.012-0.250-0.108-0.010-0.180-0.266-0.0470.0770.2210.1060.1240.114-0.0340.0680.0960.0100.0630.050-0.1900.0380.231-0.047-0.0030.0620.016-0.042-0.1270.0350.243-0.060-0.0130.1190.116-0.0770.0450.046-0.0810.156-0.0520.2140.0520.000-0.0430.1330.1240.2770.130-0.6540.0060.0000.079
sharpen_00.031-0.0390.026-0.030-0.0140.051-0.1270.002-0.0010.0460.0770.099-0.105-0.119-0.0290.003-0.106-0.066-0.138-0.021-0.034-0.0810.033-0.030-0.080-0.0560.022-0.034-0.120-0.0200.050-0.108-0.031-0.136-0.266-0.0470.0620.218-0.0070.0760.103-0.0720.0700.172-0.082-0.099-0.003-0.240-0.2890.1230.021-0.0680.2320.0660.082-0.162-0.0150.019-0.133-0.0700.1820.078-0.0780.0700.034-0.1370.042-0.0550.085-0.0360.000-0.073-0.1350.0670.1000.064-0.254-0.0220.000-0.152
sharpen_10.024-0.1170.0220.032-0.0440.005-0.032-0.0500.0240.0760.0190.020-0.030-0.132-0.0410.005-0.031-0.063-0.193-0.017-0.009-0.0810.003-0.001-0.072-0.0110.000-0.034-0.167-0.0030.018-0.108-0.032-0.110-0.187-0.0470.0540.222-0.0250.1140.090-0.016-0.0830.1090.003-0.0630.013-0.084-0.2750.1570.0430.0650.3240.064-0.050-0.115-0.0240.032-0.1480.0410.0580.092-0.0280.0470.065-0.1370.116-0.0480.369-0.0550.000-0.076-0.0530.0550.118-0.000-0.2540.0220.000-0.152
sharpen_20.022-0.0760.019-0.032-0.0230.064-0.151-0.0540.0150.0340.0230.044-0.043-0.068-0.0830.040-0.062-0.019-0.178-0.036-0.055-0.014-0.037-0.026-0.0740.0140.021-0.034-0.1630.0040.079-0.108-0.012-0.184-0.266-0.0470.0550.1880.0000.0660.136-0.009-0.0820.065-0.053-0.089-0.084-0.248-0.1920.132-0.035-0.1350.2660.0520.074-0.1250.0290.054-0.213-0.0400.0960.070-0.0720.0700.066-0.1370.036-0.0560.093-0.1130.000-0.080-0.0980.0320.145-0.106-0.368-0.0310.000-0.152
addintensity_-800.0250.0640.031-0.0030.0010.034-0.068-0.047-0.047-0.0680.0120.072-0.224-0.066-0.073-0.065-0.212-0.124-0.128-0.1230.025-0.2540.0390.038-0.159-0.043-0.083-0.0340.013-0.016-0.131-0.1080.059-0.111-0.199-0.0470.1190.221-0.0070.0440.106-0.1020.0460.091-0.1920.0350.084-0.094-0.3240.027-0.070-0.0130.084-0.0180.191-0.099-0.0250.147-0.165-0.0670.062-0.046-0.1390.0940.043-0.137-0.081-0.050-0.036-0.1110.000-0.004-0.143-0.0130.0860.044-0.3210.0200.000-0.152
addintensity_800.0220.0170.0430.025-0.028-0.035-0.025-0.068-0.0010.0310.0820.014-0.122-0.135-0.0700.009-0.113-0.014-0.112-0.067-0.004-0.0880.052-0.012-0.081-0.1000.0100.021-0.107-0.032-0.084-0.108-0.070-0.146-0.266-0.0470.0520.1790.0660.0360.140-0.058-0.0230.063-0.071-0.0780.006-0.393-0.1640.2050.013-0.1230.265-0.0160.000-0.0420.0310.088-0.167-0.0130.0950.104-0.0240.1160.010-0.0100.042-0.0450.0810.0180.000-0.0610.0040.0050.1040.109-0.1240.0610.000-0.152
elementrandomintensity_1-0.0080.0480.0360.1070.0180.050-0.057-0.133-0.0050.014-0.1730.294-0.390-0.280-0.207-0.139-0.357-0.205-0.469-0.213-0.170-0.2980.0690.039-0.159-0.1880.0120.081-0.202-0.097-0.067-0.108-0.037-0.188-0.266-0.0470.2240.039-0.0370.2690.197-0.0910.1680.005-0.192-0.1200.241-0.134-0.5390.454-0.290-0.3710.395-0.229-0.530-0.279-0.0740.299-0.363-0.366-0.0130.078-0.0310.267-0.080-0.1370.483-0.0830.0470.3200.000-0.168-0.813-0.292-0.020-0.116-0.654-0.1920.000-0.152
multiplyintensity_0p250.030-0.0720.0780.1700.0000.106-0.046-0.078-0.017-0.0340.0690.233-0.295-0.168-0.149-0.043-0.100-0.038-0.054-0.046-0.009-0.0210.0510.062-0.058-0.060-0.003-0.0340.0800.012-0.046-0.108-0.046-0.173-0.266-0.0470.0530.2480.0360.1280.107-0.0890.368-0.1070.1740.0060.142-0.134-0.5390.201-0.0080.1510.2410.0520.104-0.133-0.0560.032-0.116-0.1210.2440.012-0.0980.0810.029-0.018-0.0820.008-0.031-0.0130.0000.0130.1330.1030.0950.0680.0130.0040.0000.448
multiplyintensity_20.0170.0120.0430.0100.019-0.0200.006-0.0150.017-0.0640.013-0.088-0.057-0.170-0.063-0.016-0.073-0.071-0.097-0.0850.011-0.1060.0680.026-0.014-0.0630.002-0.0340.002-0.034-0.080-0.108-0.106-0.111-0.169-0.0470.0460.1430.0270.113-0.014-0.087-0.0030.0340.023-0.070-0.089-0.3410.0620.135-0.042-0.0860.114-0.001-0.063-0.0930.0140.082-0.139-0.0390.0590.045-0.0490.1120.046-0.037-0.048-0.0320.073-0.1220.000-0.082-0.0190.1760.1170.019-0.1540.0990.0000.515
contrastnormalization_00.027-0.0340.0280.030-0.036-0.058-0.040-0.0720.0560.005-0.0430.038-0.114-0.185-0.111-0.035-0.119-0.055-0.131-0.050-0.021-0.1840.0510.018-0.0290.030-0.0630.019-0.058-0.029-0.141-0.108-0.001-0.178-0.266-0.0470.0990.1920.0230.0680.122-0.062-0.017-0.0090.1490.0170.014-0.197-0.2790.136-0.003-0.0740.044-0.0120.097-0.0910.0400.101-0.188-0.0330.0350.048-0.0180.0570.026-0.137-0.026-0.0710.042-0.0410.000-0.017-0.0310.0380.1490.011-0.2250.1230.000-0.152
contrastnormalization_10.023-0.0160.049-0.004-0.065-0.027-0.0580.0140.071-0.029-0.009-0.028-0.201-0.135-0.0490.006-0.135-0.090-0.183-0.075-0.018-0.0520.061-0.0090.058-0.0420.0090.0180.023-0.034-0.108-0.1080.014-0.129-0.154-0.0470.0630.1410.0160.0860.124-0.0410.0880.0770.067-0.0210.029-0.173-0.1840.1670.0220.0260.1780.0740.052-0.050-0.0230.115-0.1770.0140.0610.022-0.0500.0460.016-0.072-0.082-0.060-0.0630.0840.000-0.065-0.0480.0750.1190.1080.0130.0600.000-0.152
contrastnormalization_20.031-0.0510.0490.016-0.018-0.003-0.052-0.040-0.040-0.0210.0030.087-0.132-0.198-0.055-0.034-0.0680.003-0.170-0.026-0.013-0.0910.0570.012-0.007-0.0990.018-0.034-0.008-0.027-0.084-0.108-0.024-0.151-0.172-0.0470.1030.1420.0780.0500.070-0.0690.036-0.1210.0930.0160.053-0.273-0.3160.1670.008-0.0030.0700.0150.102-0.067-0.0440.167-0.225-0.0180.0020.0630.0060.0770.025-0.1370.073-0.0610.0270.0330.000-0.036-0.0360.1170.1040.060-0.3540.1520.000-0.152
elastic_1-0.102-0.561-0.044-0.270-0.796-0.0330.0950.450-0.4740.2980.0270.3370.243-0.018-0.530-0.124-0.297-0.540-0.164-0.671-0.403-0.172-0.5770.003-0.159-0.317-0.1340.251-0.686-0.002-0.385-0.108-0.106-0.311-0.266-0.047-0.300-0.1310.641-0.286-0.3910.183-0.432-0.395-0.1920.126-0.188-0.186-0.5390.077-0.2450.079-0.1050.137-0.452-0.228-0.2730.299-0.366-0.306-0.019-0.0760.062-0.685-0.080-0.137-0.517-0.157-0.453-0.6800.000-0.476-0.813-0.292-0.349-0.050-0.6540.1390.000-0.152
scaled_1p250.0720.0040.050-0.0280.0600.0290.0230.0270.1910.1630.0230.3370.243-0.055-0.0160.098-0.087-0.017-0.0470.0410.0220.0400.0650.084-0.0010.129-0.0250.306-0.0290.345-0.029-0.1080.085-0.0180.019-0.0470.1010.2790.1050.0270.1970.018-0.0190.2050.0240.0930.196-0.093-0.0670.2360.0990.1180.3140.0950.0550.0780.0650.052-0.1460.0750.1070.0990.0410.0800.064-0.0840.0540.0750.0260.0920.0000.0270.1220.3310.2510.068-0.2250.1400.000-0.152
scaled_0p75-0.085-0.100-0.191-0.074-0.072-0.055-0.082-0.068-0.100-0.218-0.0190.044-0.269-0.193-0.000-0.051-0.102-0.059-0.201-0.084-0.072-0.042-0.026-0.004-0.133-0.116-0.134-0.034-0.100-0.097-0.104-0.108-0.106-0.203-0.266-0.047-0.0690.019-0.271-0.109-0.164-0.193-0.279-0.093-0.192-0.112-0.009-0.358-0.158-0.074-0.174-0.032-0.118-0.190-0.001-0.135-0.1520.047-0.344-0.022-0.058-0.085-0.1550.0250.038-0.137-0.167-0.110-0.236-0.0030.000-0.2350.0360.0140.004-0.0710.1460.0410.0000.212
scaled_0p5-0.208-0.165-0.284-0.274-0.185-0.145-0.095-0.045-0.275-0.262-0.281-0.218-0.081-0.157-0.186-0.126-0.251-0.271-0.263-0.127-0.266-0.213-0.149-0.192-0.074-0.329-0.134-0.034-0.454-0.097-0.319-0.108-0.106-0.279-0.266-0.047-0.283-0.175-0.339-0.156-0.276-0.289-0.432-0.395-0.192-0.182-0.149-0.534-0.048-0.234-0.383-0.371-0.042-0.142-0.098-0.110-0.255-0.075-0.3710.0470.057-0.259-0.459-0.236-0.080-0.137-0.466-0.060-0.131-0.2560.000-0.276-0.2440.060-0.121-0.120-0.154-0.2290.000-0.152
scaled_(1p25, 1p0)0.0540.0920.0220.0300.0510.0080.0080.0120.1300.088-0.0130.106-0.132-0.062-0.0480.056-0.0170.078-0.173-0.0320.0010.0260.0560.0690.028-0.0830.0080.216-0.0140.148-0.003-0.1080.036-0.043-0.199-0.0470.0640.1780.0980.0740.199-0.035-0.0000.1270.0870.0240.082-0.1480.0610.2480.0120.1050.1630.0270.0850.0550.0650.022-0.1590.0180.0620.1040.0160.1070.090-0.1370.053-0.0100.0370.0370.0000.086-0.0320.3050.108-0.029-0.6540.1131.000-0.152
scaled_(0p75, 1p0)-0.030-0.017-0.137-0.109-0.0020.002-0.057-0.057-0.025-0.1150.0370.129-0.142-0.2130.012-0.008-0.231-0.104-0.198-0.041-0.098-0.0620.017-0.036-0.058-0.070-0.0390.035-0.147-0.097-0.107-0.108-0.057-0.102-0.266-0.047-0.0220.117-0.034-0.0190.089-0.111-0.157-0.124-0.192-0.086-0.018-0.343-0.196-0.041-0.048-0.0560.045-0.0460.032-0.080-0.0800.066-0.262-0.0460.060-0.137-0.0620.0350.022-0.137-0.159-0.0770.055-0.0640.000-0.154-0.0860.0070.012-0.009-0.1540.0590.0000.191
scaled_(1p0, 1p25)0.042-0.0200.0540.0720.061-0.046-0.033-0.0510.0780.1890.0840.152-0.099-0.057-0.0150.065-0.078-0.053-0.126-0.0230.0010.0080.064-0.012-0.0760.102-0.0360.084-0.0270.105-0.075-0.1080.010-0.062-0.023-0.0470.1270.2650.0820.0140.087-0.099-0.0380.108-0.1920.0350.084-0.197-0.1170.1380.0630.1160.1260.0900.0810.0140.0210.127-0.1430.0820.1430.007-0.0250.1130.027-0.0740.063-0.013-0.0520.0280.0000.026-0.0350.1620.1360.052-0.1990.0830.0000.033
scaled_(1p0, 0p75)-0.012-0.046-0.071-0.048-0.0510.041-0.080-0.035-0.133-0.153-0.0300.162-0.132-0.092-0.028-0.038-0.0890.073-0.179-0.037-0.031-0.020-0.043-0.012-0.038-0.220-0.0550.0170.055-0.0250.001-0.108-0.061-0.145-0.266-0.0470.0080.156-0.092-0.012-0.097-0.105-0.016-0.070-0.192-0.0950.012-0.309-0.1110.0890.043-0.1110.169-0.097-0.066-0.1250.0070.008-0.2630.0190.052-0.043-0.1360.0150.020-0.1370.019-0.080-0.1480.0510.0000.008-0.0380.1170.0290.056-0.1540.0310.000-0.152
translate_(0p1, 0p1)-0.031-0.111-0.112-0.063-0.028-0.096-0.050-0.0230.026-0.1680.0300.039-0.073-0.1050.004-0.066-0.075-0.059-0.1840.001-0.054-0.1300.0290.023-0.095-0.067-0.1340.034-0.071-0.097-0.119-0.108-0.048-0.155-0.266-0.0470.0260.146-0.142-0.085-0.107-0.173-0.114-0.134-0.0500.005-0.093-0.313-0.304-0.061-0.025-0.0830.035-0.0430.058-0.062-0.0620.044-0.3100.0050.158-0.080-0.122-0.0040.040-0.137-0.161-0.1170.016-0.1050.000-0.0610.025-0.022-0.0130.026-0.1540.0510.000-0.152
translate_(0p1, -0p1)0.022-0.045-0.0220.0130.062-0.074-0.0320.019-0.0140.1150.0100.123-0.166-0.087-0.0540.023-0.1030.021-0.1480.0060.014-0.1200.0330.087-0.016-0.001-0.0560.030-0.0420.047-0.071-0.108-0.056-0.132-0.064-0.0470.1130.270-0.0590.0530.033-0.0910.0370.0210.032-0.0000.094-0.327-0.1950.0710.087-0.0100.004-0.0020.0910.0060.0070.118-0.1800.0310.0550.010-0.0380.0640.016-0.137-0.062-0.0560.127-0.0190.000-0.0290.0080.0380.0660.088-0.1540.1040.000-0.152
translate_(-0p1, 0p1)0.020-0.057-0.0710.001-0.0150.004-0.0340.0200.137-0.1120.0280.156-0.137-0.1970.0660.052-0.077-0.035-0.107-0.011-0.0110.1090.0300.036-0.083-0.0410.0350.161-0.0290.0310.050-0.108-0.022-0.106-0.266-0.0470.1140.245-0.0320.0170.137-0.075-0.2290.082-0.0780.0630.029-0.251-0.1410.0430.0270.0710.299-0.0230.085-0.0160.0030.013-0.2340.0940.0970.079-0.1160.0880.001-0.1370.012-0.0630.0540.0640.0000.0750.0340.1900.065-0.067-0.2540.1070.000-0.152
translate_(-0p1, -0p1)0.0590.0140.018-0.0380.0170.028-0.0410.0140.0840.2130.0260.1590.076-0.0690.0450.134-0.0480.004-0.0900.0270.0200.0400.0490.0330.1550.0650.0020.1900.1330.279-0.077-0.1080.082-0.0790.005-0.0470.0800.2580.1070.0650.1140.030-0.1150.227-0.1470.1150.247-0.123-0.0670.2080.1240.1540.2610.0900.0460.0510.0770.060-0.1360.0940.1670.1460.0720.0490.105-0.1370.1360.1010.0690.0020.0000.1300.0640.1570.2360.002-0.1540.1420.000-0.152
translate_(0p1, 0)0.007-0.101-0.100-0.0580.014-0.039-0.011-0.0580.068-0.0680.0560.051-0.169-0.173-0.075-0.032-0.1160.018-0.238-0.013-0.039-0.0740.0600.039-0.011-0.100-0.0660.025-0.096-0.097-0.153-0.108-0.059-0.127-0.266-0.047-0.0140.194-0.054-0.0840.022-0.1210.062-0.0940.109-0.052-0.085-0.303-0.199-0.0850.024-0.1840.1410.0390.080-0.061-0.0360.139-0.1920.0660.032-0.058-0.0760.0700.026-0.137-0.086-0.0750.0650.0550.000-0.131-0.0250.0780.0470.070-0.1540.0660.000-0.152
translate_(-0p1, 0)0.0400.018-0.009-0.0020.0630.008-0.0280.0300.0780.0670.0470.177-0.057-0.1060.0020.056-0.0430.003-0.1380.072-0.0140.0440.0270.003-0.0570.010-0.0040.162-0.0100.149-0.107-0.1080.009-0.126-0.134-0.0470.0600.2040.0850.0490.2220.003-0.0460.1050.1820.1400.094-0.161-0.2050.2350.0570.0380.1730.0490.0970.0160.0230.063-0.2010.0830.1440.1030.0290.0490.060-0.1370.004-0.0230.0810.0580.0000.0430.0820.1190.138-0.052-0.2540.0830.000-0.152
translate_(0, 0p1)0.001-0.021-0.058-0.025-0.040-0.050-0.0570.0170.021-0.1460.041-0.022-0.040-0.118-0.014-0.026-0.117-0.010-0.123-0.028-0.027-0.0130.037-0.039-0.078-0.111-0.1070.019-0.094-0.0230.034-0.108-0.023-0.198-0.266-0.0470.0590.137-0.0050.025-0.021-0.114-0.1130.009-0.192-0.013-0.097-0.405-0.1500.0180.078-0.0070.1280.0050.057-0.036-0.0020.072-0.2340.0990.0180.003-0.105-0.0030.030-0.1370.052-0.044-0.024-0.0760.0000.010-0.051-0.0370.0030.0520.0130.1240.000-0.152
translate_(0, -0p1)0.0400.0110.0700.0760.020-0.053-0.0580.0450.0710.1770.0330.132-0.015-0.1080.0080.085-0.088-0.019-0.118-0.002-0.0090.0020.0510.0350.0720.066-0.0550.0160.0170.076-0.054-0.1080.018-0.124-0.060-0.0470.1210.2350.0490.0820.119-0.068-0.1010.140-0.0170.1230.098-0.213-0.0750.1730.1410.0330.1340.0450.0110.0210.0300.053-0.1130.1050.0880.0730.0130.0660.001-0.1370.0570.0260.083-0.0910.0000.0770.0630.0450.1410.107-0.1540.1000.000-0.152
rotated_30.0240.0120.0410.034-0.010-0.061-0.064-0.0430.0320.0810.0600.115-0.224-0.123-0.0050.075-0.1240.010-0.136-0.010-0.024-0.0380.0290.014-0.077-0.0150.0790.0670.0130.033-0.008-0.1080.017-0.025-0.194-0.0470.1510.2620.0590.0370.137-0.034-0.0450.007-0.0650.0680.046-0.197-0.1690.0790.112-0.0240.1450.0440.1170.0730.0330.117-0.0910.0720.0520.051-0.0410.0530.0070.0340.018-0.0300.1160.0750.000-0.0030.0720.0910.1190.003-0.1540.1140.0000.134
rotated_50.0370.0860.0410.042-0.001-0.020-0.0190.0280.0660.082-0.0140.108-0.051-0.097-0.0260.097-0.116-0.019-0.1030.017-0.019-0.0350.032-0.024-0.048-0.0910.0680.0650.0060.017-0.069-0.1080.001-0.137-0.181-0.0470.1360.2470.0740.0710.141-0.014-0.1070.1040.1150.0470.074-0.077-0.0730.1820.0820.0000.0950.0600.0460.032-0.0060.185-0.1350.0710.0760.043-0.0440.0680.009-0.0550.011-0.0100.2360.0410.000-0.0350.1020.1730.1250.019-0.2250.1010.000-0.152
rotated_100.0500.0770.0120.0120.010-0.038-0.016-0.0060.0800.1380.0760.1030.021-0.009-0.0240.106-0.085-0.064-0.0820.039-0.022-0.0130.0470.042-0.0100.0700.0290.2100.0490.074-0.001-0.1080.020-0.050-0.166-0.0470.1440.2060.0930.0730.145-0.050-0.0780.1590.0410.0870.135-0.132-0.1660.2660.117-0.0900.2100.1240.0210.0030.0020.124-0.1230.0820.1210.172-0.0600.0950.005-0.0880.1040.0400.2290.1150.0000.0480.0260.2080.1410.0280.0130.1130.000-0.152
rotated_450.051-0.0220.051-0.059-0.107-0.1160.069-0.0890.211-0.0020.1040.226-0.757-0.324-0.1910.059-0.1970.037-0.0110.066-0.000-0.0100.0690.0760.129-0.190-0.0190.3020.0900.1490.1020.220-0.012-0.176-0.121-0.047-0.0050.2500.0830.0520.310-0.0290.141-0.395-0.0580.2340.071-0.2350.0580.1960.1260.143-0.0140.029-0.0650.1400.040-0.034-0.2110.0740.0840.033-0.0530.0580.2680.1390.2080.053-0.203-0.3320.0000.286-0.0560.2150.143-0.323-0.393-0.0020.000-0.016
rotated_600.089-0.0470.025-0.212-0.1300.0980.018-0.259-0.032-0.1950.2620.337-0.757-0.351-0.146-0.065-0.182-0.022-0.1180.0160.081-0.0980.0610.0470.136-0.1820.148-0.0340.0750.1710.0520.032-0.046-0.200-0.2660.082-0.0990.299-0.0040.0470.109-0.0970.059-0.286-0.1920.2020.112-0.293-0.0550.3500.1010.1110.0070.1050.1280.2150.005-0.701-0.021-0.2310.0450.134-0.2040.0630.2780.0800.0030.146-0.453-0.4300.0000.167-0.2950.1160.068-0.323-0.6540.0150.000-0.032
rotated_900.075-0.079-0.135-0.086-0.3350.078-0.148-0.1610.135-0.3270.0620.048-0.757-0.518-0.296-0.175-0.3540.189-0.0110.0030.1080.0240.0410.065-0.0160.056-0.134-0.034-0.2470.071-0.130-0.108-0.106-0.268-0.266-0.047-0.0950.008-0.140-0.1400.009-0.250-0.034-0.197-0.0030.2420.102-0.197-0.1800.249-0.018-0.052-0.0470.0980.069-0.115-0.071-0.501-0.323-0.3170.094-0.127-0.276-0.095-0.080-0.031-0.0170.083-0.453-0.4800.000-0.112-0.577-0.095-0.009-0.323-0.108-0.0400.0000.062
flipH0.017-0.0200.0420.0080.0490.0010.019-0.0250.0340.0340.1110.1400.034-0.1110.017-0.006-0.089-0.009-0.0650.050-0.006-0.147-0.021-0.002-0.127-0.0210.0500.071-0.1540.025-0.117-0.1080.038-0.103-0.0110.029-0.0560.201-0.0690.0420.067-0.022-0.074-0.077-0.1920.0260.046-0.106-0.0950.155-0.044-0.003-0.030-0.0060.013-0.0510.0310.118-0.1060.0610.1090.0040.0940.041-0.041-0.137-0.0590.086-0.010-0.0430.000-0.010-0.0560.1070.085-0.050-0.1400.1400.0000.181
flipV0.0680.028-0.040-0.070-0.0910.040-0.200-0.242-0.246-0.185-0.0320.1940.043-0.129-0.247-0.105-0.2520.080-0.736-0.2960.108-0.104-0.004-0.0140.286-0.150-0.1340.299-0.0550.0480.281-0.108-0.048-0.323-0.266-0.047-0.1680.169-0.083-0.147-0.204-0.0990.082-0.095-0.0230.0430.125-0.118-0.1950.1110.062-0.097-0.0050.1590.0690.0160.018-0.701-0.329-0.1390.192-0.093-0.2800.1180.520-0.031-0.1700.085-0.082-0.1200.0000.252-0.0630.0350.0540.080-0.404-0.1360.0000.848
dropout-0.0380.1030.0170.0420.1740.0690.002-0.118-0.0090.106-0.0140.236-0.180-0.099-0.179-0.094-0.228-0.117-0.197-0.131-0.049-0.3260.0460.054-0.159-0.142-0.0260.0370.096-0.0970.043-0.108-0.106-0.115-0.166-0.0470.1850.224-0.1610.2860.088-0.1270.295-0.002-0.085-0.0280.014-0.534-0.5390.136-0.221-0.1660.395-0.182-0.361-0.187-0.0030.025-0.2870.0040.1580.049-0.1250.2160.193-0.1370.137-0.0270.0690.2240.000-0.253-0.8130.3750.017-0.076-0.654-0.1770.000-0.152
Precision for model retinanet_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.022-0.0780.0410.028-0.0200.042-0.0180.079-0.084-0.009-0.0070.057-0.061-0.0420.0510.018-0.050-0.054-0.1880.0140.013-0.0800.075-0.0220.053-0.0570.0130.0140.032-0.024-0.124-0.1380.001-0.037-0.154-0.0500.0190.1850.1360.0770.163-0.006-0.073-0.041-0.135-0.0280.051-0.174-0.1500.133-0.022-0.0460.028-0.0020.072-0.054-0.0030.039-0.063-0.002-0.0160.008-0.0490.0540.007-0.0750.092-0.0480.078-0.0500.000-0.053-0.0540.0090.104-0.0090.0510.017-0.324-0.188
gaussianblur_100.010-0.574-0.101-0.7740.224-0.185-0.434-0.032-0.582-0.349-0.3410.377-0.179-0.513-0.261-0.581-0.532-0.359-0.7000.3400.0260.175-0.3580.157-0.183-0.648-0.102-0.033-0.675-0.096-0.431-0.138-0.072-0.605-0.268-0.050-0.344-0.337-0.336-0.276-0.354-0.149-0.465-0.382-0.1940.1440.083-0.371-0.555-0.187-0.5160.4290.424-0.1120.186-0.186-0.404-0.675-0.449-0.7880.1510.114-0.338-0.040-0.088-0.121-0.498-0.1740.584-0.7510.000-0.121-0.818-0.349-0.356-0.353-0.6150.271-0.324-0.188
gaussianblur_20-0.180-0.574-0.445-0.774-0.776-0.785-0.855-0.532-0.582-0.349-0.764-0.623-0.679-0.513-0.534-0.646-0.650-0.759-0.700-0.660-0.863-0.825-0.858-0.843-0.183-0.648-0.102-0.033-0.675-0.096-0.431-0.138-0.072-0.605-0.268-0.050-0.344-0.337-0.336-0.299-0.354-0.302-0.465-0.382-0.1940.579-0.673-0.511-0.555-0.455-0.516-0.371-0.576-0.535-0.671-0.472-0.404-0.675-0.449-0.788-0.649-0.744-0.659-0.706-0.088-0.121-0.498-0.174-0.416-0.7510.000-0.454-0.818-0.349-0.356-0.353-0.615-0.729-0.324-0.188
superpixels_0p10.028-0.574-0.069-0.049-0.0840.051-0.183-0.151-0.332-0.196-0.3560.127-0.179-0.0610.091-0.175-0.192-0.257-0.052-0.256-0.117-0.0560.1420.069-0.183-0.239-0.102-0.033-0.1670.073-0.431-0.138-0.072-0.154-0.268-0.050-0.3440.1260.0240.0290.555-0.023-0.465-0.282-0.1940.1020.059-0.120-0.1550.097-0.173-0.0620.2680.113-0.237-0.254-0.0710.075-0.1760.045-0.0900.198-0.254-0.0680.245-0.1210.113-0.049-0.083-0.2970.000-0.076-0.249-0.3490.093-0.287-0.615-0.096-0.324-0.188
superpixels_0p5-0.0010.426-0.1560.226-0.122-0.174-0.294-0.356-0.439-0.309-0.4820.097-0.013-0.283-0.090-0.218-0.221-0.188-0.700-0.660-0.363-0.8250.142-0.137-0.183-0.387-0.102-0.033-0.675-0.096-0.431-0.138-0.072-0.363-0.268-0.050-0.344-0.337-0.336-0.0990.1460.031-0.465-0.236-0.1940.179-0.173-0.2250.4450.045-0.0330.244-0.5760.065-0.183-0.355-0.1310.325-0.4490.212-0.1940.256-0.361-0.7060.912-0.1210.502-0.1740.084-0.2510.000-0.454-0.239-0.3490.054-0.226-0.615-0.229-0.324-0.188
superpixels_0p85-0.019-0.574-0.325-0.774-0.376-0.785-0.521-0.386-0.582-0.335-0.691-0.183-0.679-0.513-0.534-0.646-0.650-0.759-0.700-0.660-0.863-0.8250.142-0.843-0.183-0.550-0.102-0.033-0.675-0.096-0.431-0.138-0.072-0.272-0.268-0.050-0.344-0.3370.664-0.049-0.3540.298-0.465-0.382-0.194-0.421-0.673-0.511-0.5550.545-0.5160.629-0.576-0.535-0.385-0.316-0.404-0.675-0.074-0.788-0.649-0.744-0.409-0.706-0.088-0.121-0.498-0.174-0.416-0.7510.000-0.454-0.818-0.349-0.3560.147-0.615-0.729-0.324-0.188
colorspace_250.025-0.0490.0210.045-0.036-0.002-0.042-0.0010.023-0.077-0.0160.0660.021-0.152-0.016-0.032-0.072-0.092-0.186-0.0940.080-0.0100.0370.0010.039-0.0880.0390.023-0.052-0.025-0.029-0.138-0.0110.017-0.268-0.0500.0480.2380.0070.0270.113-0.084-0.002-0.147-0.073-0.061-0.038-0.3260.1120.045-0.198-0.3710.4240.0950.154-0.1000.0220.011-0.1060.047-0.0010.010-0.0420.0850.015-0.0130.021-0.0600.141-0.0350.000-0.030-0.1020.1370.086-0.0420.0510.027-0.324-0.188
colorspace_500.033-0.0650.0120.066-0.006-0.057-0.069-0.0080.083-0.061-0.1340.203-0.079-0.191-0.107-0.014-0.067-0.064-0.143-0.1350.054-0.0750.0410.0140.041-0.170-0.053-0.0330.042-0.018-0.090-0.138-0.029-0.063-0.124-0.050-0.0180.2040.0270.0070.136-0.0670.135-0.0300.0620.0060.119-0.2560.4450.545-0.184-0.371-0.576-0.3190.186-0.275-0.0030.119-0.148-0.0220.0470.005-0.0420.0490.007-0.001-0.011-0.0710.1520.0920.000-0.061-0.0510.0910.118-0.0050.0000.003-0.324-0.188
averageblur_5_110.029-0.0410.0600.0920.0760.048-0.1310.0870.0050.0420.0400.1620.048-0.118-0.005-0.179-0.107-0.102-0.1410.024-0.057-0.0840.0690.0900.0020.0200.1020.024-0.068-0.009-0.108-0.138-0.072-0.107-0.268-0.0500.1110.2230.1340.1790.085-0.0300.112-0.125-0.0310.0200.066-0.178-0.0250.168-0.042-0.0140.297-0.0010.247-0.0640.0300.261-0.046-0.010-0.0120.035-0.0640.0430.066-0.1210.205-0.0090.058-0.1800.000-0.0540.1820.1210.147-0.012-0.1150.094-0.324-0.188
medianblur_10.0090.0140.0580.0530.0020.088-0.0980.0570.020-0.0100.0200.144-0.013-0.035-0.146-0.019-0.171-0.099-0.067-0.017-0.072-0.0520.0440.0490.079-0.085-0.1020.067-0.009-0.018-0.092-0.138-0.004-0.135-0.083-0.0500.0900.1410.1420.0880.252-0.0050.0750.0460.0020.035-0.089-0.298-0.0010.138-0.029-0.0320.1740.0010.008-0.0680.0310.1040.247-0.000-0.0130.053-0.0450.0030.0240.0040.158-0.0250.0510.0470.000-0.1390.0120.0830.2900.028-0.1870.089-0.324-0.188
sharpen_00.018-0.123-0.0200.010-0.0090.0470.0010.077-0.0700.030-0.0260.074-0.001-0.158-0.1570.013-0.093-0.082-0.123-0.028-0.0040.0180.006-0.0320.062-0.0760.107-0.033-0.154-0.017-0.072-0.1380.016-0.111-0.268-0.0500.0290.1790.0410.0660.170-0.0270.1000.015-0.1940.024-0.107-0.191-0.2450.107-0.0510.0760.1830.0430.199-0.105-0.011-0.041-0.0700.0570.016-0.015-0.0520.1230.025-0.0710.007-0.0650.161-0.0400.000-0.055-0.0400.0800.145-0.046-0.282-0.014-0.324-0.188
sharpen_10.025-0.1060.0050.020-0.0150.042-0.007-0.021-0.043-0.018-0.054-0.0110.085-0.134-0.1000.020-0.022-0.062-0.216-0.0510.0160.0080.035-0.041-0.035-0.0140.085-0.033-0.167-0.011-0.024-0.1380.017-0.088-0.268-0.0500.0410.2160.0510.0770.145-0.0470.167-0.046-0.053-0.043-0.151-0.116-0.1850.0630.041-0.0130.2960.0070.142-0.1420.010-0.041-0.0730.104-0.021-0.001-0.0620.0870.0390.0160.040-0.0620.070-0.0740.000-0.120-0.1130.1500.1120.0070.1850.034-0.324-0.188
sharpen_20.023-0.1370.0170.0250.0070.029-0.0150.0020.0030.005-0.0160.0580.098-0.108-0.065-0.016-0.035-0.052-0.150-0.0470.0210.0360.013-0.0320.069-0.0300.046-0.033-0.191-0.019-0.132-0.138-0.027-0.091-0.268-0.0500.0300.2130.0370.0320.1610.0010.078-0.124-0.0470.018-0.010-0.084-0.0340.121-0.042-0.0060.249-0.0010.120-0.1170.0240.030-0.048-0.045-0.0210.042-0.0930.0730.062-0.0530.042-0.0590.129-0.0630.000-0.044-0.0600.0750.106-0.0360.135-0.058-0.324-0.188
addintensity_-800.022-0.054-0.0230.0430.0460.044-0.018-0.012-0.074-0.1230.0170.058-0.013-0.1000.027-0.071-0.112-0.095-0.130-0.0190.039-0.1110.0380.002-0.1200.0050.0120.020-0.199-0.013-0.268-0.1380.007-0.091-0.140-0.0500.0550.2010.0780.0280.110-0.0440.058-0.0380.0720.0360.110-0.203-0.256-0.1060.0190.1210.174-0.0480.115-0.1130.0170.109-0.1320.0150.026-0.017-0.1510.0850.021-0.057-0.026-0.0500.129-0.2070.000-0.065-0.0720.0580.028-0.061-0.0440.138-0.324-0.188
addintensity_800.013-0.009-0.0040.020-0.033-0.050-0.0280.020-0.060-0.0200.0520.1070.021-0.0540.037-0.003-0.043-0.0630.033-0.0260.003-0.0310.043-0.035-0.016-0.1210.0150.024-0.071-0.030-0.173-0.138-0.072-0.062-0.268-0.0500.0190.1910.0310.0310.112-0.033-0.132-0.0470.0620.0050.052-0.190-0.0550.138-0.012-0.0010.152-0.0050.047-0.0570.0070.005-0.0900.0500.0320.006-0.0510.0900.006-0.0300.031-0.0790.0790.0260.000-0.057-0.0980.1200.123-0.061-0.0150.063-0.324-0.188
elementrandomintensity_1-0.007-0.165-0.0170.0860.0690.042-0.033-0.089-0.117-0.038-0.1880.166-0.251-0.249-0.158-0.214-0.302-0.170-0.232-0.253-0.031-0.1960.078-0.109-0.183-0.1430.0290.023-0.195-0.096-0.070-0.138-0.0720.010-0.268-0.050-0.0710.1530.027-0.0050.114-0.0470.3540.418-0.194-0.133-0.176-0.284-0.256-0.098-0.291-0.0380.4240.079-0.393-0.261-0.0910.230-0.411-0.0490.0240.0170.0050.0820.212-0.121-0.498-0.1740.251-0.5010.000-0.2550.182-0.349-0.035-0.082-0.615-0.148-0.324-0.188
multiplyintensity_0p250.0340.0110.0400.130-0.0050.1030.0080.008-0.099-0.0590.0540.137-0.079-0.1020.083-0.024-0.030-0.017-0.047-0.0370.0390.0600.0680.0250.0310.011-0.013-0.0330.0480.010-0.214-0.138-0.014-0.072-0.141-0.050-0.0020.1740.1250.0590.210-0.0930.127-0.077-0.1940.0320.019-0.280-0.3810.195-0.0160.0160.2660.0170.181-0.1650.008-0.001-0.0310.0120.0180.026-0.0800.0670.025-0.019-0.000-0.0910.0960.1470.000-0.0070.0870.0920.089-0.007-0.0150.084-0.324-0.188
multiplyintensity_20.0160.0070.0010.006-0.030-0.0360.0000.0230.022-0.043-0.024-0.0310.050-0.155-0.0290.003-0.015-0.090-0.027-0.0510.0380.0140.055-0.0410.013-0.149-0.025-0.033-0.104-0.023-0.093-0.138-0.027-0.120-0.268-0.0500.0530.1350.0460.0110.094-0.069-0.032-0.037-0.194-0.103-0.089-0.203-0.0620.050-0.010-0.0200.040-0.0380.075-0.0840.019-0.016-0.1240.0550.091-0.015-0.0220.0880.0350.030-0.094-0.069-0.041-0.0930.000-0.047-0.0120.0550.141-0.0230.051-0.035-0.324-0.188
contrastnormalization_00.027-0.1290.0110.006-0.029-0.034-0.0530.0620.012-0.025-0.0130.060-0.013-0.1410.003-0.021-0.077-0.039-0.0610.0320.007-0.0010.0420.0250.112-0.002-0.0190.017-0.099-0.034-0.161-0.138-0.034-0.094-0.185-0.050-0.0020.1990.0360.0370.049-0.0720.006-0.0840.084-0.0540.087-0.292-0.3570.1380.053-0.1470.0980.0040.139-0.0680.0320.005-0.0830.083-0.068-0.015-0.0550.057-0.011-0.050-0.001-0.0600.149-0.0900.0000.0000.0040.0450.101-0.051-0.1150.041-0.324-0.188
contrastnormalization_10.023-0.177-0.0230.018-0.0380.002-0.0180.139-0.0040.0440.002-0.003-0.054-0.1350.0140.027-0.034-0.094-0.0630.0090.035-0.0600.028-0.0380.155-0.0400.0160.020-0.077-0.037-0.094-0.1380.002-0.070-0.200-0.050-0.0300.2160.0670.0320.148-0.027-0.081-0.052-0.085-0.022-0.015-0.158-0.0590.1520.026-0.0930.1450.0830.0930.0380.0200.077-0.1260.012-0.0160.025-0.0680.061-0.006-0.0710.038-0.0910.1170.0260.000-0.056-0.0960.1380.090-0.0550.1350.088-0.324-0.188
contrastnormalization_20.021-0.0200.019-0.0010.016-0.003-0.0070.088-0.025-0.082-0.0390.0980.071-0.086-0.011-0.011-0.002-0.108-0.1140.0470.024-0.0300.035-0.0090.005-0.005-0.011-0.033-0.122-0.030-0.055-0.1380.007-0.106-0.268-0.0500.0430.2180.0530.0190.140-0.051-0.102-0.194-0.1250.004-0.053-0.150-0.1770.0380.0850.024-0.0230.0320.054-0.105-0.0040.057-0.1110.029-0.0670.0440.0260.0620.006-0.065-0.010-0.0920.3080.0100.0000.003-0.0050.0810.095-0.073-0.0150.024-0.324-0.188
elastic_10.023-0.574-0.083-0.2740.024-0.213-0.0690.082-0.332-0.042-0.3510.377-0.2790.091-0.181-0.104-0.381-0.1850.027-0.410-0.112-0.3470.142-0.057-0.183-0.365-0.1020.134-0.675-0.011-0.431-0.138-0.072-0.301-0.268-0.050-0.344-0.0060.6640.7010.6460.061-0.465-0.382-0.1940.1840.009-0.276-0.5550.223-0.2990.0570.4240.019-0.221-0.285-0.2240.025-0.298-0.1880.126-0.121-0.3260.294-0.088-0.121-0.498-0.174-0.416-0.7510.000-0.254-0.818-0.349-0.356-0.0000.385-0.187-0.324-0.188
scaled_1p250.072-0.0280.0510.0130.0580.0850.0440.0570.1730.0940.0090.1220.196-0.0390.0700.082-0.013-0.037-0.0780.1100.0540.0080.0560.1130.0440.0960.0930.2290.0580.349-0.087-0.1380.0940.0210.002-0.0500.0350.2700.1530.0330.2210.009-0.0810.225-0.0140.1370.190-0.087-0.1440.0990.1450.1170.2660.1850.0690.1440.1040.113-0.1210.0540.0650.0990.0570.1180.022-0.0710.0530.1120.037-0.0010.0000.1270.1630.2280.267-0.0220.0510.090-0.324-0.188
scaled_0p75-0.090-0.214-0.220-0.047-0.070-0.077-0.006-0.011-0.174-0.176-0.0890.0090.064-0.1210.116-0.060-0.101-0.119-0.193-0.050-0.027-0.084-0.016-0.059-0.157-0.134-0.023-0.033-0.107-0.096-0.183-0.138-0.072-0.154-0.268-0.050-0.0870.004-0.238-0.108-0.118-0.169-0.406-0.163-0.017-0.121-0.019-0.289-0.201-0.137-0.164-0.0110.132-0.1640.068-0.177-0.138-0.062-0.2570.055-0.103-0.165-0.199-0.0620.009-0.062-0.175-0.104-0.130-0.0570.000-0.228-0.1630.035-0.014-0.127-0.044-0.048-0.324-0.188
scaled_0p5-0.217-0.206-0.306-0.204-0.196-0.093-0.105-0.055-0.399-0.312-0.274-0.257-0.096-0.179-0.216-0.130-0.176-0.288-0.213-0.141-0.271-0.150-0.182-0.140-0.183-0.219-0.102-0.033-0.296-0.096-0.212-0.138-0.072-0.269-0.268-0.050-0.318-0.002-0.317-0.182-0.243-0.249-0.465-0.330-0.194-0.216-0.100-0.409-0.022-0.320-0.265-0.2890.114-0.110-0.160-0.184-0.291-0.254-0.2870.120-0.012-0.338-0.337-0.225-0.088-0.121-0.457-0.044-0.007-0.2850.000-0.253-0.191-0.139-0.162-0.1940.051-0.244-0.324-0.188
scaled_(1p25, 1p0)0.056-0.059-0.024-0.0120.0260.0310.0360.1130.1010.052-0.0150.1550.144-0.086-0.0030.121-0.0300.032-0.0910.0470.0550.0250.0480.0730.063-0.0430.0790.0900.0940.128-0.109-0.1380.0670.012-0.166-0.0500.0160.2370.0070.0230.2830.011-0.0650.1190.0720.0280.038-0.179-0.0960.1990.0920.0230.2280.0130.1080.0380.0670.129-0.1230.047-0.0030.0190.0160.0710.009-0.0670.006-0.0420.0740.0590.0000.1400.0380.1520.138-0.0800.3850.073-0.324-0.188
scaled_(0p75, 1p0)-0.026-0.057-0.153-0.0370.0070.0100.0130.001-0.046-0.178-0.0400.067-0.036-0.1400.080-0.047-0.116-0.090-0.200-0.045-0.056-0.0750.004-0.060-0.054-0.003-0.0320.041-0.171-0.096-0.142-0.138-0.027-0.108-0.268-0.050-0.0200.122-0.042-0.0490.076-0.099-0.181-0.005-0.060-0.021-0.014-0.293-0.225-0.072-0.090-0.1260.032-0.0470.155-0.131-0.1200.092-0.1620.134-0.071-0.133-0.0720.0290.006-0.121-0.111-0.0540.205-0.1040.000-0.140-0.096-0.0450.014-0.0820.1350.032-0.3240.146
scaled_(1p0, 1p25)0.035-0.0470.0360.0810.079-0.010-0.008-0.0140.0200.1570.0200.096-0.069-0.1600.0570.059-0.020-0.073-0.031-0.0110.032-0.0090.0390.032-0.0380.0810.1020.0780.0380.081-0.082-0.1380.046-0.010-0.018-0.0500.0870.2420.1090.0370.198-0.0420.0030.022-0.0010.0500.051-0.291-0.1250.0640.0360.0340.2920.0790.0410.071-0.0090.064-0.0350.1530.0360.052-0.0390.0810.018-0.0620.0620.0470.0170.0120.0000.0400.0420.1190.1180.054-0.1150.073-0.3240.062
scaled_(1p0, 0p75)-0.021-0.115-0.089-0.027-0.077-0.014-0.027-0.026-0.172-0.161-0.1300.0530.154-0.0970.023-0.057-0.0320.002-0.1570.0300.008-0.034-0.024-0.028-0.064-0.179-0.029-0.0330.023-0.027-0.073-0.138-0.028-0.170-0.268-0.050-0.0650.176-0.071-0.023-0.001-0.119-0.0000.0160.024-0.086-0.029-0.325-0.1380.041-0.008-0.1020.198-0.0780.107-0.101-0.0060.080-0.2090.066-0.004-0.022-0.136-0.0270.005-0.0660.097-0.1200.113-0.0340.000-0.004-0.0580.025-0.0130.0620.135-0.039-0.324-0.188
translate_(0p1, 0p1)-0.029-0.122-0.157-0.095-0.061-0.060-0.026-0.066-0.094-0.216-0.0650.1750.002-0.1400.018-0.068-0.051-0.087-0.1410.0390.001-0.047-0.005-0.008-0.183-0.097-0.0390.018-0.080-0.032-0.116-0.138-0.020-0.086-0.268-0.050-0.0420.129-0.110-0.113-0.011-0.1820.027-0.069-0.084-0.056-0.081-0.311-0.189-0.119-0.040-0.1180.149-0.0250.111-0.105-0.0400.118-0.2710.1000.000-0.038-0.109-0.1030.002-0.040-0.135-0.1040.129-0.0600.000-0.087-0.072-0.086-0.016-0.0300.385-0.036-0.324-0.188
translate_(0p1, -0p1)0.019-0.023-0.0240.0320.0520.063-0.0190.040-0.0010.044-0.0310.184-0.039-0.1120.002-0.013-0.010-0.057-0.1260.0380.043-0.0250.0330.042-0.0280.0630.0320.021-0.0240.056-0.144-0.138-0.023-0.054-0.087-0.0500.0200.2080.003-0.0140.087-0.0730.0890.043-0.0360.037-0.016-0.271-0.0660.1120.051-0.0640.1650.0150.108-0.0150.0520.131-0.0810.141-0.034-0.0010.0120.026-0.010-0.028-0.017-0.0670.207-0.0180.000-0.0010.053-0.0540.078-0.0950.0510.051-0.324-0.188
translate_(-0p1, 0p1)0.007-0.141-0.103-0.016-0.012-0.021-0.0450.085-0.018-0.127-0.0410.318-0.079-0.1590.0980.039-0.077-0.107-0.133-0.0060.0330.0570.0150.016-0.126-0.0690.0370.1670.0290.018-0.064-0.1380.033-0.008-0.268-0.0500.0440.249-0.023-0.0240.162-0.116-0.1960.057-0.0520.018-0.052-0.190-0.1430.0750.0300.0520.319-0.0430.0690.029-0.0320.037-0.1220.0940.0450.058-0.0910.079-0.010-0.0690.027-0.0640.292-0.0780.0000.0580.0160.1190.030-0.091-0.0150.044-0.324-0.188
translate_(-0p1, -0p1)0.049-0.0630.0230.0300.0980.110-0.0530.0620.0530.094-0.0020.2260.187-0.0390.1260.1220.061-0.064-0.1350.1180.0580.0400.0450.0010.1080.169-0.0140.2310.0490.325-0.081-0.1380.1070.0180.1080.0260.0660.2980.1180.0420.1710.003-0.1180.1780.0910.0830.143-0.197-0.0910.1730.0940.1310.2850.1270.0670.0800.0770.092-0.0270.0870.0480.0470.0530.1080.003-0.0760.1510.0480.1290.0080.0000.1130.0660.1310.245-0.0550.0510.150-0.324-0.188
translate_(0p1, 0)0.003-0.115-0.124-0.002-0.032-0.0290.0300.0380.019-0.0820.003-0.0080.002-0.150-0.046-0.065-0.054-0.059-0.1810.0350.041-0.0460.0370.024-0.116-0.1130.0030.019-0.167-0.034-0.139-0.138-0.025-0.068-0.268-0.050-0.0220.135-0.052-0.1010.145-0.0860.173-0.061-0.085-0.027-0.125-0.318-0.195-0.048-0.063-0.1320.1720.0150.040-0.050-0.0290.094-0.1100.101-0.032-0.045-0.0430.0240.011-0.067-0.022-0.0790.192-0.0280.000-0.1140.054-0.0600.0400.0220.1350.004-0.324-0.188
translate_(-0p1, 0)0.038-0.036-0.0400.0010.0050.056-0.0080.0430.1160.0140.0180.0940.084-0.0160.0260.095-0.073-0.035-0.1170.0400.041-0.0090.0420.0370.060-0.0050.0200.1480.0410.125-0.218-0.1380.0280.012-0.152-0.0500.1090.2570.0210.0060.192-0.010-0.0180.153-0.0490.1060.093-0.189-0.0340.1410.0500.0770.2490.0780.0850.0300.0110.071-0.0860.1380.0580.006-0.0260.0950.021-0.0730.087-0.0420.1110.0230.0000.0180.0130.0510.162-0.079-0.0150.039-0.324-0.188
translate_(0, 0p1)-0.008-0.069-0.078-0.014-0.035-0.074-0.049-0.010-0.006-0.118-0.0120.118-0.013-0.1390.0150.007-0.083-0.097-0.1550.0080.025-0.0470.021-0.036-0.087-0.119-0.0360.020-0.075-0.033-0.103-0.1380.015-0.066-0.268-0.050-0.0270.187-0.0040.0060.036-0.055-0.0680.024-0.022-0.031-0.055-0.344-0.084-0.0990.009-0.0340.104-0.0490.054-0.053-0.0230.072-0.1920.136-0.0210.004-0.1010.011-0.0110.0320.105-0.0720.079-0.1100.000-0.040-0.0170.0910.0260.0070.3850.009-0.324-0.188
translate_(0, -0p1)0.0340.0260.0580.0290.0310.013-0.0520.0770.0690.1460.0160.0660.098-0.0380.0790.052-0.004-0.072-0.140-0.0240.0420.0170.0320.0180.1300.105-0.0190.0170.0490.097-0.100-0.1380.046-0.003-0.016-0.0500.0990.2910.0990.0740.101-0.036-0.0440.0200.1490.0800.050-0.162-0.0920.1690.0800.0440.1650.0720.069-0.0260.0270.036-0.0430.114-0.0150.063-0.0080.015-0.013-0.0250.0270.0350.266-0.0680.0000.1180.0850.0360.152-0.027-0.0150.100-0.324-0.188
rotated_30.030-0.0190.0310.005-0.0240.009-0.0420.1260.0040.0510.0100.117-0.065-0.113-0.0230.043-0.023-0.086-0.1470.0120.0260.0000.044-0.0160.127-0.0230.0280.0590.0770.019-0.127-0.1380.070-0.062-0.164-0.0500.0960.2820.1030.0210.177-0.025-0.1150.0920.0740.061-0.017-0.159-0.0430.1380.138-0.0410.1540.0440.1860.009-0.0010.065-0.0830.0570.0840.063-0.0390.076-0.012-0.022-0.025-0.0750.103-0.0790.000-0.0780.0410.0790.1300.0340.0510.058-0.3240.120
rotated_50.038-0.0220.0410.061-0.0100.015-0.0120.083-0.0080.0900.0200.063-0.124-0.0560.0180.116-0.069-0.080-0.1230.0330.007-0.0010.021-0.0070.033-0.0570.0200.1530.0630.029-0.161-0.1380.043-0.055-0.180-0.0500.0770.2310.1010.0440.144-0.0180.0130.093-0.0460.0400.092-0.238-0.0970.1550.046-0.0650.1150.0820.059-0.019-0.0160.091-0.0310.1050.0670.053-0.0390.047-0.008-0.0300.104-0.0150.243-0.0290.000-0.0100.0710.1430.1130.035-0.1150.090-0.324-0.188
rotated_100.0390.0540.0290.0340.0130.0370.0440.0060.0200.1790.0100.1170.0050.0300.0410.070-0.053-0.106-0.1220.0370.0540.0240.0440.001-0.032-0.0320.0700.233-0.0030.065-0.139-0.1380.054-0.070-0.151-0.0500.0710.1850.0780.0660.279-0.009-0.1120.1120.1590.0630.042-0.210-0.0700.1670.081-0.0440.1960.1100.1230.1080.0400.081-0.1510.0960.0620.089-0.0880.0430.0690.0080.1340.0360.3300.0150.0000.044-0.0240.1170.1800.0190.3850.067-0.3240.165
rotated_450.0490.0490.078-0.1220.0330.0200.113-0.112-0.1370.0180.1250.1980.321-0.163-0.0660.058-0.073-0.0040.0520.0940.065-0.0750.0700.091-0.033-0.1750.2090.4270.1100.0550.1460.3610.045-0.130-0.2680.063-0.0770.2590.1010.0390.402-0.0470.094-0.2340.1780.2570.012-0.1770.0660.1890.0930.0280.1310.0720.0480.1490.056-0.175-0.073-0.0010.0180.0510.1110.0300.3880.1120.0030.0660.084-0.2510.0000.0180.1820.1500.147-0.353-0.0440.057-0.324-0.062
rotated_600.077-0.0950.092-0.109-0.007-0.070-0.057-0.1260.085-0.1410.1250.177-0.679-0.296-0.079-0.025-0.0870.100-0.1140.1530.106-0.1510.0390.093-0.183-0.1560.0600.8560.0340.123-0.0710.0920.045-0.155-0.046-0.050-0.1050.1460.0770.0080.464-0.1080.135-0.2550.1010.251-0.036-0.2020.0440.1980.0520.1110.1140.1010.1010.174-0.112-0.675-0.079-0.122-0.0140.155-0.033-0.0290.2990.1740.0960.134-0.4160.0490.000-0.017-0.300-0.0530.101-0.353-0.615-0.065-0.3240.048
rotated_900.0790.090-0.2560.005-0.176-0.0350.072-0.144-0.082-0.2980.1930.104-0.679-0.413-0.171-0.169-0.2890.241-0.0110.1570.0700.0150.0240.050-0.083-0.0630.0700.1100.0390.112-0.137-0.138-0.016-0.242-0.2680.086-0.0830.120-0.068-0.0790.046-0.1670.013-0.2770.0510.132-0.066-0.158-0.1050.1880.036-0.176-0.0040.1620.0440.268-0.154-0.075-0.059-0.1970.086-0.087-0.315-0.3980.1430.0230.0190.031-0.416-0.5510.000-0.182-0.318-0.1380.029-0.353-0.330-0.121-0.3240.479
flipH0.010-0.0510.0090.0010.0330.0200.0380.0080.031-0.0150.0770.0180.0800.0580.024-0.022-0.055-0.080-0.0120.0380.005-0.056-0.0260.010-0.091-0.0360.1300.069-0.1620.060-0.145-0.1380.105-0.0100.1400.024-0.0770.214-0.023-0.0080.0430.0360.0100.010-0.0220.0550.014-0.177-0.0140.149-0.034-0.0780.121-0.0080.108-0.1020.034-0.001-0.0650.0650.048-0.0350.0280.0400.0010.0400.0010.0090.167-0.1240.0000.060-0.0110.0000.106-0.0650.0510.134-0.324-0.188
flipV0.071-0.0740.1600.007-0.0840.099-0.130-0.232-0.422-0.1960.0450.074-0.013-0.157-0.209-0.102-0.317-0.0770.300-0.1600.083-0.210-0.027-0.0290.030-0.057-0.1020.634-0.0460.092-0.0920.3980.038-0.191-0.268-0.050-0.1000.073-0.075-0.079-0.154-0.1750.016-0.076-0.0720.0040.050-0.163-0.330-0.0490.084-0.044-0.1760.1150.066-0.190-0.1380.325-0.293-0.200-0.0220.013-0.3100.0060.3740.033-0.0150.000-0.1340.0540.000-0.066-0.0970.0780.034-0.135-0.044-0.056-0.324-0.188
dropout0.0080.1540.0070.0800.2240.0650.073-0.057-0.046-0.044-0.0930.269-0.013-0.234-0.200-0.111-0.323-0.108-0.094-0.1300.059-0.0130.0770.027-0.183-0.288-0.0300.009-0.048-0.0960.227-0.138-0.0720.038-0.175-0.0500.0060.1520.0940.1640.0710.0840.3630.350-0.194-0.061-0.067-0.183-0.3710.245-0.140-0.0890.1740.060-0.271-0.216-0.0080.061-0.164-0.2140.041-0.166-0.1550.0850.173-0.1210.416-0.1740.084-0.0120.000-0.101-0.0680.0510.036-0.147-0.115-0.169-0.324-0.188
Precision for model retinanet_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0170.0060.0230.059-0.029-0.0050.0010.081-0.000-0.0360.0320.218-0.084-0.0510.002-0.0270.0480.031-0.095-0.015-0.005-0.0780.0420.005-0.033-0.0720.026-0.006-0.041-0.040-0.121-0.1490.024-0.096-0.147-0.1080.0450.2480.0920.0420.209-0.0330.062-0.049-0.1630.011-0.072-0.227-0.1120.2220.0460.0850.072-0.0350.010-0.0750.0520.111-0.0880.1170.0320.055-0.0930.1160.013-0.0100.019-0.0650.0440.0780.000-0.123-0.1080.0870.066-0.009-0.1240.0690.0000.009
gaussianblur_10-0.053-0.5690.3010.2370.218-0.2810.0780.152-0.5670.0920.2460.386-0.675-0.517-0.554-0.249-0.4770.244-0.744-0.6750.0200.162-0.8580.156-0.183-0.665-0.132-0.006-0.656-0.104-0.347-0.149-0.0860.345-0.219-0.108-0.367-0.326-0.322-0.294-0.382-0.010-0.454-0.445-0.251-0.015-0.006-0.553-0.553-0.034-0.1710.0980.376-0.0750.328-0.295-0.407-0.671-0.4720.0910.4180.254-0.4280.300-0.075-0.142-0.578-0.195-0.041-0.6940.000-0.458-0.799-0.346-0.350-0.342-0.6240.2360.000-0.231
gaussianblur_20-0.219-0.569-0.432-0.763-0.782-0.781-0.922-0.514-0.567-0.337-0.754-0.614-0.675-0.517-0.554-0.658-0.637-0.756-0.744-0.675-0.863-0.838-0.858-0.844-0.183-0.665-0.132-0.006-0.656-0.104-0.347-0.149-0.086-0.655-0.219-0.108-0.367-0.326-0.322-0.324-0.382-0.315-0.454-0.445-0.251-0.427-0.631-0.553-0.553-0.409-0.504-0.302-0.624-0.575-0.672-0.462-0.407-0.671-0.472-0.766-0.582-0.746-0.665-0.700-0.075-0.142-0.578-0.195-0.541-0.6940.000-0.458-0.799-0.346-0.350-0.342-0.624-0.7640.000-0.231
superpixels_0p10.025-0.011-0.0540.155-0.013-0.106-0.147-0.228-0.367-0.196-0.252-0.001-0.075-0.108-0.0030.103-0.086-0.034-0.177-0.123-0.069-0.2050.1020.098-0.183-0.154-0.1320.104-0.128-0.104-0.347-0.1490.036-0.259-0.219-0.108-0.0910.1570.182-0.0140.1180.0490.546-0.000-0.2510.0040.119-0.234-0.4530.231-0.0670.010-0.0610.007-0.288-0.3090.0320.186-0.2870.0800.0790.146-0.272-0.028-0.075-0.1420.0480.019-0.233-0.1720.000-0.137-0.152-0.3460.2350.0430.376-0.0570.000-0.231
superpixels_0p5-0.028-0.569-0.1900.2370.064-0.089-0.503-0.338-0.462-0.282-0.490-0.0380.325-0.317-0.206-0.070-0.2490.244-0.568-0.389-0.170-0.2660.1420.156-0.183-0.328-0.1320.2800.344-0.104-0.347-0.149-0.086-0.376-0.219-0.108-0.367-0.326-0.122-0.115-0.382-0.0430.546-0.445-0.251-0.036-0.031-0.436-0.553-0.041-0.0140.3040.176-0.075-0.386-0.353-0.2030.329-0.3260.234-0.1820.072-0.3210.300-0.075-0.142-0.578-0.195-0.0410.3060.000-0.458-0.106-0.3460.133-0.220-0.624-0.0370.000-0.231
superpixels_0p85-0.129-0.569-0.315-0.763-0.782-0.7810.078-0.264-0.567-0.325-0.594-0.281-0.675-0.517-0.400-0.658-0.637-0.756-0.744-0.675-0.863-0.8380.142-0.844-0.1830.049-0.132-0.006-0.656-0.104-0.347-0.149-0.086-0.321-0.219-0.108-0.3670.6740.6780.676-0.382-0.315-0.454-0.445-0.251-0.427-0.631-0.553-0.553-0.409-0.004-0.302-0.624-0.575-0.672-0.295-0.407-0.671-0.312-0.766-0.5820.254-0.434-0.700-0.075-0.142-0.578-0.195-0.541-0.6940.000-0.458-0.799-0.346-0.350-0.342-0.624-0.7640.000-0.231
colorspace_250.018-0.0450.0480.083-0.0130.028-0.0250.0370.060-0.032-0.0210.266-0.009-0.100-0.056-0.031-0.0200.092-0.067-0.0600.024-0.0040.0280.0180.067-0.126-0.0070.041-0.082-0.046-0.054-0.149-0.012-0.121-0.219-0.1080.0740.2110.1040.0010.125-0.0740.051-0.0670.076-0.0630.004-0.258-0.0100.341-0.172-0.3020.3760.008-0.075-0.114-0.0090.018-0.1860.0790.0620.030-0.0990.0560.026-0.0720.038-0.0740.2210.1050.000-0.061-0.1220.0820.1390.013-0.1240.0490.0000.019
colorspace_500.031-0.0520.0480.1130.0340.014-0.0390.042-0.008-0.007-0.0420.295-0.105-0.154-0.054-0.040-0.0160.009-0.092-0.0880.006-0.0270.0350.0140.055-0.1900.0330.039-0.116-0.039-0.029-0.149-0.001-0.130-0.219-0.1080.0730.1580.048-0.0020.078-0.067-0.045-0.077-0.082-0.0440.016-0.2530.4470.081-0.152-0.302-0.624-0.0840.198-0.248-0.0030.076-0.1060.1030.0730.028-0.0420.0090.014-0.142-0.005-0.0550.2590.1170.000-0.051-0.1350.0560.110-0.009-0.124-0.0110.0000.029
averageblur_5_110.025-0.0200.0690.0990.052-0.004-0.1280.1020.1190.0320.0070.292-0.177-0.1930.122-0.091-0.0350.002-0.1330.055-0.074-0.0800.0700.027-0.183-0.0520.140-0.006-0.134-0.016-0.034-0.149-0.005-0.104-0.219-0.1080.0130.2430.1170.0940.246-0.0110.181-0.231-0.058-0.0040.005-0.255-0.0040.1220.0190.0700.032-0.0490.126-0.0750.0120.204-0.189-0.0910.0960.014-0.1240.0190.086-0.032-0.179-0.067-0.1410.1260.000-0.0180.0190.0450.1340.069-0.1240.0380.000-0.009
medianblur_10.0110.0200.0280.0660.0440.040-0.0780.151-0.084-0.0660.0440.1930.290-0.158-0.183-0.070-0.063-0.039-0.044-0.047-0.014-0.0590.0450.089-0.014-0.157-0.034-0.0060.041-0.008-0.109-0.1490.042-0.170-0.2190.0260.0240.2060.1050.0590.1990.0140.041-0.123-0.1680.025-0.140-0.2490.0750.171-0.0450.0480.159-0.027-0.034-0.110-0.0160.098-0.0340.0210.0950.048-0.1380.1120.034-0.0940.015-0.0860.0910.0350.000-0.093-0.062-0.0550.2120.001-0.624-0.0220.0000.013
sharpen_00.014-0.1360.011-0.0230.017-0.002-0.1340.071-0.0120.0090.0450.1930.013-0.086-0.1800.0190.0080.006-0.170-0.008-0.0210.0040.001-0.0410.091-0.114-0.0020.082-0.019-0.0330.126-0.1490.007-0.107-0.129-0.0320.0760.216-0.0130.0570.080-0.075-0.059-0.000-0.0960.002-0.002-0.307-0.1960.245-0.0350.0470.2290.0270.124-0.1440.021-0.002-0.1480.0870.0680.056-0.0630.1190.079-0.079-0.093-0.0780.0040.0100.000-0.025-0.0020.0380.117-0.049-0.124-0.0300.000-0.231
sharpen_10.017-0.0950.0120.052-0.051-0.020-0.0750.050-0.029-0.009-0.0120.1390.011-0.042-0.093-0.019-0.027-0.016-0.154-0.091-0.048-0.0300.010-0.0290.069-0.093-0.007-0.006-0.109-0.0330.053-0.1490.012-0.156-0.128-0.0460.0170.258-0.0040.0560.154-0.0630.0370.0980.028-0.0370.006-0.249-0.1800.1710.0300.0260.175-0.0480.054-0.0920.000-0.061-0.1550.0480.0620.108-0.0770.0910.052-0.0350.018-0.0970.1830.0230.000-0.0030.034-0.0040.100-0.070-0.249-0.0160.0000.076
sharpen_20.014-0.1370.0300.051-0.0690.006-0.0890.0030.0280.043-0.0140.166-0.023-0.114-0.0210.0050.074-0.009-0.129-0.016-0.0320.0470.020-0.0340.0470.007-0.011-0.006-0.110-0.035-0.008-0.1490.052-0.174-0.219-0.0340.0090.1740.0890.0490.155-0.026-0.013-0.007-0.083-0.0540.034-0.287-0.0750.2810.0280.0240.0690.0030.110-0.1110.002-0.033-0.157-0.0250.0690.021-0.0780.1170.062-0.031-0.067-0.0760.011-0.0360.000-0.0210.0470.0530.088-0.036-0.102-0.0230.000-0.017
addintensity_-800.023-0.0260.0040.007-0.0090.064-0.0050.086-0.047-0.0550.0570.164-0.175-0.007-0.053-0.082-0.037-0.018-0.095-0.0820.012-0.1400.0320.0500.019-0.1200.077-0.0060.006-0.033-0.104-0.1490.037-0.109-0.138-0.1080.0300.2360.018-0.0290.206-0.056-0.049-0.146-0.0210.004-0.151-0.287-0.1490.040-0.0060.0390.075-0.0850.188-0.1800.0330.016-0.1550.1390.0820.016-0.1610.157-0.075-0.0980.014-0.071-0.041-0.0630.000-0.071-0.0670.0910.071-0.019-0.1790.0500.000-0.021
addintensity_800.012-0.0650.0150.057-0.0460.032-0.0200.021-0.014-0.0540.0580.138-0.053-0.043-0.0220.0010.029-0.004-0.092-0.038-0.005-0.0720.001-0.0200.056-0.1750.0320.111-0.066-0.045-0.056-0.1490.034-0.144-0.219-0.1080.0610.2240.0360.0480.144-0.0670.0150.046-0.0690.016-0.029-0.311-0.0360.2640.105-0.0030.056-0.0650.052-0.0470.001-0.015-0.0790.0960.0810.066-0.0830.0590.023-0.0360.109-0.0870.0440.1660.000-0.062-0.0160.0540.112-0.029-0.124-0.0090.0000.078
elementrandomintensity_1-0.041-0.0460.0080.1230.0680.0010.0170.034-0.250-0.040-0.2240.224-0.291-0.253-0.157-0.138-0.121-0.106-0.239-0.175-0.183-0.0850.088-0.016-0.183-0.072-0.0420.044-0.077-0.0060.047-0.149-0.086-0.085-0.219-0.1080.0780.0050.078-0.1010.229-0.0290.404-0.445-0.251-0.039-0.122-0.462-0.5530.325-0.252-0.3020.126-0.068-0.433-0.309-0.0550.039-0.247-0.1920.0610.055-0.0290.147-0.075-0.1420.422-0.1540.4590.3060.000-0.193-0.132-0.3460.0160.125-0.290-0.1390.000-0.231
multiplyintensity_0p250.029-0.0580.0620.0540.0020.0540.0030.1160.0010.036-0.0300.292-0.104-0.0910.005-0.0370.019-0.004-0.0410.0470.007-0.0520.0160.042-0.0010.001-0.016-0.0060.000-0.021-0.027-0.149-0.025-0.128-0.219-0.1080.0070.2110.0620.0630.284-0.0800.170-0.168-0.0960.0040.048-0.415-0.1600.262-0.0020.0920.100-0.0010.062-0.1060.0190.043-0.1040.0150.176-0.074-0.1200.0930.028-0.092-0.052-0.014-0.1600.1720.000-0.019-0.0060.0260.1270.011-0.124-0.0050.0000.069
multiplyintensity_20.0030.0290.0180.075-0.0020.031-0.020-0.005-0.032-0.0470.0340.148-0.019-0.116-0.057-0.0270.023-0.049-0.077-0.0520.045-0.0770.050-0.0070.034-0.1450.0290.0390.011-0.037-0.037-0.149-0.037-0.155-0.219-0.0810.0330.1730.045-0.0150.068-0.0110.015-0.007-0.027-0.075-0.099-0.235-0.1170.0300.0220.0670.019-0.0740.006-0.088-0.010-0.043-0.1520.1270.0510.021-0.0630.0740.0490.0060.039-0.066-0.0560.0300.000-0.049-0.124-0.0240.0840.000-0.124-0.0270.000-0.038
contrastnormalization_00.011-0.0160.0250.037-0.014-0.022-0.0660.0460.046-0.014-0.0210.180-0.050-0.081-0.0080.044-0.0030.004-0.1040.0400.015-0.0250.011-0.0080.163-0.0960.0060.037-0.027-0.038-0.105-0.1490.049-0.029-0.142-0.0190.0340.2420.1000.0340.139-0.069-0.071-0.0290.099-0.027-0.047-0.234-0.3300.2140.0500.0270.086-0.0030.159-0.0100.0300.060-0.1620.0760.007-0.003-0.0760.0120.024-0.0780.041-0.0880.0340.1170.000-0.0680.0290.1180.096-0.014-0.290-0.0450.000-0.001
contrastnormalization_10.017-0.0970.0300.0780.0250.024-0.0190.0930.026-0.0160.0560.090-0.009-0.132-0.043-0.0150.0840.000-0.1040.065-0.007-0.0600.013-0.0210.127-0.0890.0320.040-0.010-0.042-0.093-0.1490.033-0.131-0.119-0.0310.0360.2210.0480.0310.077-0.064-0.1170.0900.061-0.003-0.031-0.3340.0010.1710.0160.0070.0880.0050.1300.071-0.0020.090-0.1710.1050.0430.087-0.1140.062-0.075-0.0360.055-0.0660.0990.1340.000-0.063-0.0730.0250.110-0.005-0.2900.0180.0000.041
contrastnormalization_20.016-0.0400.0300.0630.0240.048-0.0300.0610.054-0.056-0.0510.166-0.061-0.0750.002-0.0350.0510.006-0.091-0.005-0.002-0.0820.011-0.0070.071-0.055-0.003-0.006-0.051-0.035-0.054-0.149-0.003-0.114-0.117-0.0360.0690.1920.058-0.0130.112-0.059-0.0750.052-0.003-0.035-0.037-0.227-0.2460.2350.0720.1430.105-0.0280.175-0.0380.0250.108-0.2020.0640.0200.023-0.0980.0650.023-0.0550.046-0.0750.0240.0960.000-0.079-0.0730.0600.114-0.048-0.3450.0520.0000.013
elastic_1-0.068-0.569-0.0840.2370.218-0.032-0.1220.148-0.518-0.064-0.1490.0870.325-0.0690.446-0.174-0.346-0.315-0.744-0.275-0.452-0.1500.1420.014-0.183-0.214-0.132-0.006-0.656-0.0370.653-0.149-0.086-0.255-0.219-0.108-0.367-0.1460.3140.0210.6180.0760.546-0.445-0.251-0.108-0.131-0.421-0.5530.270-0.3890.0540.1760.040-0.372-0.228-0.1140.329-0.2530.2340.3080.047-0.1940.078-0.075-0.142-0.5780.005-0.541-0.0270.0000.042-0.799-0.3460.0200.006-0.6240.0180.000-0.231
scaled_1p250.071-0.0880.0230.0170.0470.0870.0060.0990.1040.1570.0100.3090.2580.0120.0370.0640.0540.011-0.1250.0830.072-0.0270.0580.0810.0510.0610.0660.2510.0240.3180.017-0.1490.0520.0220.051-0.1080.0410.2470.161-0.0190.2120.029-0.0560.049-0.0830.0590.209-0.249-0.0990.1620.1230.1870.1580.0630.0080.1010.0540.033-0.1230.0940.0710.0670.0550.1320.049-0.102-0.0380.094-0.1220.0110.0000.1120.1810.0960.229-0.0450.3760.0760.000-0.021
scaled_0p75-0.087-0.096-0.206-0.111-0.103-0.0790.0160.001-0.162-0.225-0.0800.019-0.071-0.1460.065-0.092-0.011-0.030-0.229-0.069-0.018-0.045-0.038-0.088-0.161-0.166-0.132-0.006-0.169-0.104-0.113-0.149-0.086-0.271-0.219-0.016-0.146-0.022-0.228-0.124-0.130-0.188-0.338-0.127-0.180-0.121-0.053-0.279-0.222-0.038-0.136-0.024-0.014-0.1610.039-0.120-0.1720.016-0.3490.046-0.067-0.106-0.155-0.0280.017-0.142-0.132-0.133-0.225-0.0260.000-0.2340.032-0.0950.022-0.071-0.0680.0170.0000.061
scaled_0p5-0.213-0.182-0.298-0.253-0.193-0.135-0.161-0.025-0.354-0.309-0.331-0.190-0.067-0.120-0.231-0.170-0.211-0.264-0.313-0.137-0.232-0.162-0.192-0.138-0.123-0.243-0.132-0.006-0.233-0.104-0.284-0.149-0.086-0.333-0.219-0.108-0.3320.003-0.303-0.216-0.303-0.290-0.318-0.445-0.251-0.164-0.168-0.4420.063-0.295-0.253-0.203-0.133-0.155-0.072-0.145-0.289-0.205-0.3270.151-0.038-0.333-0.382-0.262-0.075-0.142-0.528-0.116-0.452-0.2580.000-0.315-0.195-0.144-0.178-0.1930.043-0.2890.0000.269
scaled_(1p25, 1p0)0.0590.0600.0130.0520.0420.054-0.0070.1700.0510.080-0.0210.1790.012-0.056-0.0270.0540.0220.066-0.1500.0100.0850.0000.0430.0380.130-0.0750.0340.149-0.0050.125-0.102-0.1490.059-0.096-0.139-0.0320.0600.2720.0650.0280.2250.0030.0440.058-0.030-0.0170.061-0.282-0.1160.2300.0860.1340.1190.0180.1560.0390.0640.018-0.1740.0040.1040.091-0.0130.1150.047-0.142-0.073-0.0510.0610.0880.0000.1040.0410.1420.110-0.0850.3760.0550.000-0.035
scaled_(0p75, 1p0)-0.029-0.115-0.157-0.025-0.005-0.017-0.039-0.014-0.052-0.1740.0250.1550.013-0.1810.033-0.038-0.0500.020-0.162-0.041-0.077-0.023-0.038-0.091-0.150-0.106-0.034-0.006-0.162-0.104-0.119-0.1490.015-0.135-0.219-0.009-0.0810.077-0.054-0.1050.044-0.146-0.236-0.130-0.078-0.046-0.105-0.299-0.1190.104-0.068-0.022-0.122-0.0330.105-0.085-0.0930.080-0.1040.0630.015-0.088-0.1060.0960.035-0.142-0.158-0.1200.1310.0160.000-0.150-0.053-0.0810.050-0.099-0.0520.0520.0000.069
scaled_(1p0, 1p25)0.0390.0000.0580.0650.0200.032-0.047-0.0180.0810.1540.0350.1360.059-0.148-0.029-0.0010.059-0.028-0.0480.0270.001-0.0280.0410.0360.0170.0400.0260.0950.0830.074-0.0040.0440.027-0.0030.045-0.0240.0630.2220.084-0.0460.144-0.069-0.137-0.066-0.0360.0090.106-0.2900.0180.1440.1050.0660.1340.040-0.0580.0190.0470.077-0.0590.1860.0840.005-0.0400.1040.018-0.0120.0970.0200.0320.0520.0000.0040.0670.0620.1230.007-0.1240.0260.0000.041
scaled_(1p0, 0p75)-0.017-0.044-0.070-0.057-0.0550.019-0.0370.062-0.119-0.230-0.0960.113-0.050-0.1390.027-0.0770.0380.058-0.199-0.033-0.010-0.020-0.050-0.0850.056-0.149-0.042-0.0060.008-0.046-0.054-0.149-0.045-0.203-0.2190.024-0.0110.232-0.042-0.0030.089-0.0900.013-0.025-0.027-0.099-0.150-0.277-0.1890.0240.014-0.1120.149-0.0550.088-0.0950.012-0.028-0.2290.055-0.0100.028-0.1580.0170.010-0.087-0.011-0.117-0.008-0.0510.000-0.119-0.050-0.0200.0450.010-0.1950.0190.000-0.231
translate_(0p1, 0p1)-0.034-0.172-0.152-0.031-0.055-0.032-0.021-0.038-0.096-0.2150.0130.1230.006-0.2200.030-0.111-0.026-0.018-0.1110.003-0.014-0.084-0.026-0.005-0.163-0.124-0.132-0.006-0.060-0.104-0.135-0.1490.016-0.151-0.219-0.023-0.0700.161-0.108-0.100-0.047-0.190-0.120-0.082-0.044-0.039-0.136-0.283-0.277-0.0090.001-0.064-0.058-0.0430.057-0.057-0.0950.094-0.2020.1030.002-0.066-0.130-0.0300.022-0.142-0.095-0.151-0.107-0.1740.000-0.1090.0340.0300.005-0.062-0.224-0.0010.000-0.030
translate_(0p1, -0p1)0.021-0.051-0.0400.0570.0600.0010.010-0.0110.0380.040-0.0120.195-0.035-0.045-0.077-0.0370.0280.022-0.0560.0330.035-0.0760.0260.020-0.0430.025-0.055-0.006-0.0250.020-0.049-0.1490.008-0.087-0.012-0.0340.0130.2710.0130.0060.103-0.1260.015-0.072-0.0720.0400.007-0.244-0.1450.2850.0570.0670.122-0.0040.020-0.061-0.0380.107-0.1380.1330.0790.004-0.0540.0750.018-0.142-0.090-0.0670.0220.0250.000-0.0180.0210.0300.108-0.037-0.1240.0460.0000.048
translate_(-0p1, 0p1)0.017-0.088-0.0720.017-0.0100.000-0.0260.1180.050-0.104-0.0090.1930.008-0.111-0.0060.008-0.0030.064-0.1090.000-0.0210.0510.023-0.032-0.036-0.167-0.0100.1810.0220.014-0.031-0.1490.042-0.035-0.219-0.0270.0660.2870.004-0.0350.142-0.097-0.1500.0220.0060.0410.006-0.171-0.0520.137-0.0020.0450.134-0.0980.1140.007-0.0040.066-0.1450.0890.0700.054-0.0660.0610.019-0.032-0.034-0.061-0.0560.0230.000-0.0140.0920.0730.059-0.0360.3760.0650.0000.029
translate_(-0p1, -0p1)0.060-0.0550.0110.0210.0650.0180.0160.0350.0570.1440.0060.3150.173-0.0400.0220.1210.1200.085-0.0920.0670.0550.0040.034-0.0210.0770.0210.0200.2030.1170.282-0.053-0.1490.1550.0470.1390.0280.0280.3060.1760.0030.1800.051-0.1150.1070.1140.0530.123-0.298-0.0620.2650.1400.1780.1740.1010.0390.0560.0200.022-0.0870.1130.0620.0800.0560.1020.103-0.1420.0800.026-0.1450.0310.0000.0330.0200.0710.263-0.028-0.1950.0940.0000.041
translate_(0p1, 0)-0.006-0.098-0.0950.0180.0060.0440.013-0.024-0.053-0.072-0.0090.1010.020-0.129-0.028-0.0640.0280.012-0.151-0.0220.008-0.0620.009-0.001-0.049-0.135-0.078-0.006-0.121-0.039-0.112-0.1490.017-0.110-0.219-0.016-0.0350.238-0.028-0.0650.091-0.1420.010-0.079-0.1050.013-0.135-0.262-0.0980.089-0.007-0.0610.015-0.0350.142-0.116-0.0540.110-0.1860.0750.039-0.026-0.1060.0450.011-0.092-0.090-0.1050.052-0.0100.000-0.110-0.0270.0230.0610.004-0.2240.0580.000-0.026
translate_(-0p1, 0)0.0390.036-0.0160.0470.0330.028-0.0150.0260.0600.055-0.0050.2430.075-0.0200.0130.0880.0770.069-0.1890.0480.0210.0270.0140.0080.049-0.0520.0230.1560.0710.116-0.103-0.1490.019-0.013-0.132-0.0230.0330.2770.103-0.0010.246-0.037-0.1150.121-0.0460.0380.039-0.259-0.0160.2280.0650.0690.140-0.0000.1100.041-0.0000.063-0.1250.1580.0750.0510.0030.0730.055-0.142-0.002-0.049-0.1010.1220.000-0.0340.037-0.0400.125-0.020-0.1950.0790.0000.076
translate_(0, 0p1)-0.012-0.096-0.0540.003-0.0410.008-0.0280.0260.034-0.1320.0060.094-0.016-0.099-0.023-0.033-0.0320.028-0.0660.016-0.030-0.088-0.021-0.036-0.043-0.116-0.132-0.006-0.002-0.038-0.002-0.1490.028-0.048-0.219-0.020-0.0220.208-0.004-0.0350.036-0.084-0.041-0.029-0.074-0.024-0.095-0.344-0.1620.0420.042-0.0320.110-0.0290.148-0.022-0.0010.056-0.2090.0910.0110.004-0.1360.0020.033-0.0410.076-0.092-0.1280.0170.000-0.037-0.0050.0180.0100.0300.0430.0400.000-0.031
translate_(0, -0p1)0.0360.0140.0640.0800.0350.015-0.0580.0360.0840.1470.0370.1720.090-0.063-0.0200.0320.0450.057-0.0830.0270.011-0.0460.0270.0100.0980.050-0.0220.0400.0850.076-0.087-0.1490.0690.0200.0360.0310.0290.2760.1210.0050.126-0.054-0.0990.0840.1670.0470.056-0.299-0.0340.2190.1630.1090.166-0.0080.030-0.0060.0640.084-0.0680.1440.0510.068-0.0100.0700.014-0.0550.0830.004-0.0080.0580.0000.0460.0190.0630.1680.054-0.3080.0360.0000.048
rotated_30.0270.0450.0330.077-0.0310.007-0.0340.0580.0750.0210.0320.230-0.124-0.045-0.0420.0200.0530.048-0.100-0.0080.033-0.0810.030-0.017-0.009-0.0960.1010.120-0.0630.035-0.035-0.1490.076-0.028-0.141-0.0310.0550.2750.1310.0060.137-0.037-0.1110.076-0.065-0.004-0.083-0.201-0.0530.1190.0660.0200.0820.030-0.0130.050-0.0050.108-0.1870.0770.0480.076-0.0900.0490.0230.021-0.004-0.0410.1180.0320.000-0.0940.0100.0790.120-0.037-0.3130.0790.0000.111
rotated_50.0360.0440.0290.0800.0100.027-0.0200.0840.0340.0660.0000.230-0.142-0.048-0.0470.0620.0560.036-0.1020.009-0.005-0.0220.025-0.0410.083-0.0850.1460.1230.0420.034-0.078-0.1490.009-0.076-0.133-0.0240.0610.2710.0940.0150.2110.006-0.0910.013-0.0610.061-0.045-0.167-0.1200.2170.0550.0060.167-0.0300.094-0.0300.0140.075-0.1490.0860.0210.028-0.0790.1070.0100.0080.064-0.0010.1110.0630.0000.0250.0990.0810.118-0.049-0.1950.0960.000-0.001
rotated_100.0450.0640.0250.0880.018-0.012-0.0020.0290.0070.154-0.0240.2010.1710.003-0.0290.0730.0660.020-0.1730.0260.015-0.0270.0250.0130.052-0.0100.1560.201-0.0000.0940.0050.0220.040-0.060-0.1360.0400.0560.2340.1050.0650.290-0.012-0.0640.155-0.0820.1190.094-0.189-0.0670.2110.1090.0590.0660.0830.0580.1050.0160.055-0.1700.1190.1290.087-0.1030.1130.0180.0060.112-0.0110.1650.0600.0000.0580.0500.1380.177-0.045-0.0240.0870.0000.019
rotated_450.0360.0360.175-0.0880.0260.053-0.094-0.1780.1940.1490.1550.2430.325-0.150-0.1370.007-0.0720.026-0.0230.2600.032-0.0630.0660.062-0.0630.0020.0730.534-0.0010.0540.1250.3460.057-0.0190.0030.066-0.0120.2810.1360.0550.426-0.0520.146-0.173-0.0180.2260.148-0.305-0.0150.2840.1780.1660.1400.0630.0360.100-0.022-0.056-0.2060.0670.0580.164-0.0120.1000.2450.0770.0230.112-0.5410.0990.0000.120-0.0430.1440.156-0.175-0.3060.0730.000-0.039
rotated_600.0730.0740.119-0.099-0.0940.019-0.106-0.2720.211-0.0110.0350.2990.325-0.193-0.196-0.023-0.119-0.1190.0410.2380.0530.0360.0540.0580.005-0.1080.1250.652-0.0310.1790.082-0.0180.091-0.189-0.1590.076-0.0520.3510.037-0.0180.197-0.0910.186-0.2610.0270.191-0.017-0.293-0.1330.2660.1120.1150.0580.0770.0860.050-0.052-0.248-0.2010.0450.1020.075-0.0780.0440.3860.2230.0880.129-0.541-0.1940.0000.019-0.4590.0040.055-0.342-0.379-0.0490.0000.111
rotated_900.062-0.0140.0880.139-0.253-0.261-0.047-0.2510.433-0.2880.1400.146-0.675-0.517-0.280-0.174-0.2700.2440.0060.1430.0820.0710.0490.0760.1030.0020.1610.5660.0940.161-0.097-0.149-0.057-0.255-0.219-0.108-0.1940.021-0.002-0.2290.243-0.112-0.088-0.221-0.1110.2370.017-0.126-0.1600.2070.050-0.0560.0910.0590.0020.327-0.112-0.564-0.340-0.0930.295-0.056-0.2980.0710.258-0.0720.0880.044-0.541-0.5510.000-0.315-0.380-0.1600.037-0.342-0.2900.0700.0000.069
flipH0.008-0.0700.0120.0470.0420.0470.0090.027-0.052-0.0380.0440.2580.151-0.027-0.0080.0300.064-0.028-0.0590.0730.004-0.045-0.0350.015-0.034-0.0820.0550.036-0.1520.066-0.115-0.1490.111-0.0670.1340.058-0.0910.2120.016-0.0010.0110.002-0.204-0.061-0.1000.0440.034-0.192-0.0440.224-0.0430.1420.029-0.0350.105-0.0710.0560.070-0.1120.1250.091-0.0290.0670.0020.0320.0770.024-0.006-0.000-0.0940.0000.0250.031-0.0680.105-0.0370.2330.0720.000-0.001
flipV0.0530.155-0.0680.022-0.0220.063-0.082-0.014-0.233-0.1670.0340.0820.325-0.027-0.278-0.181-0.2500.111-0.0770.2780.0690.045-0.013-0.0470.027-0.225-0.1320.661-0.0560.1500.153-0.1490.031-0.226-0.219-0.032-0.1990.132-0.037-0.080-0.061-0.057-0.002-0.0990.0800.0350.067-0.196-0.2170.1970.1060.0620.1110.0490.2060.188-0.038-0.528-0.280-0.0560.135-0.008-0.2740.118-0.0750.2690.0220.040-0.022-0.0750.0000.042-0.0390.1210.056-0.174-0.393-0.1280.000-0.092
dropout-0.029-0.0120.0240.0650.189-0.0110.0050.0140.015-0.021-0.2090.211-0.069-0.198-0.092-0.094-0.130-0.015-0.224-0.106-0.131-0.1790.0610.023-0.183-0.2030.0010.043-0.083-0.0140.021-0.149-0.086-0.153-0.145-0.1080.0480.0470.1280.0770.2610.0280.234-0.037-0.251-0.024-0.097-0.3350.0470.185-0.054-0.0160.276-0.021-0.227-0.221-0.034-0.027-0.2770.0320.1190.025-0.0420.1580.114-0.1420.124-0.0780.4590.1670.000-0.1120.201-0.0260.037-0.098-0.124-0.1530.000-0.231

Recall Difference tables per class, per model, per transform.

Tables showing the difference between the original image set ('None' transform), and the transformed image set. These tables should give an idea of how the performance of a specific model is affected given a specific transform, and a specific class. It can be used to determine how much a specific transform affects performance over all classes, and to how much the recall of a model is increased or decreased given the transform.

In [10]:
for model in modelNames:
    # Create new table with columns as class (names) and rows as transform.
    table = ListTable()
    table.append(['transform'] + nms)
    modelDF = metrics[metrics['model'] == model]
    
    originalPrecisionSeries = metrics[(metrics['model'] == model)&(metrics['transform'] == 'None')]['recall']
    for transform in transformNames:
        # Get all precision metrics for the transform.
        modelTransformDF = modelDF[modelDF['transform'] == transform]
        precisionSeries = modelTransformDF['recall']
        #import pdb; pdb.set_trace()
        precisionSeries = np.array(precisionSeries.tolist()) - np.array(originalPrecisionSeries.tolist())
        precisionSeries = list(map(lambda item: '%.3f'%(item), precisionSeries))
        table.append([transform] + precisionSeries)
    
    # Display the precision table for the model.
    print('Recall for model %s'%model)
    display(table)
Recall for model e2e_faster_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.003-0.0260.0070.025-0.0060.026-0.034-0.024-0.012-0.013-0.0170.218-0.047-0.047-0.0370.030-0.022-0.020-0.0940.006-0.072-0.0740.077-0.033-0.0160.0050.0050.010-0.034-0.029-0.000-0.0430.010-0.001-0.081-0.0190.0170.0850.0130.0020.016-0.020-0.032-0.008-0.0510.013-0.008-0.039-0.1160.0490.002-0.0080.054-0.0270.0340.0170.0020.039-0.0600.0580.0180.0180.0450.1010.004-0.020-0.000-0.0240.0400.024-0.111-0.0420.0230.0030.017-0.025-0.023-0.0170.0000.055
gaussianblur_10-0.176-0.157-0.113-0.248-0.574-0.260-0.397-0.173-0.164-0.069-0.331-0.242-0.275-0.128-0.139-0.317-0.331-0.300-0.281-0.218-0.404-0.620-0.501-0.580-0.033-0.228-0.019-0.012-0.199-0.057-0.113-0.043-0.023-0.191-0.081-0.019-0.155-0.130-0.155-0.080-0.073-0.097-0.130-0.041-0.051-0.115-0.123-0.077-0.207-0.028-0.160-0.062-0.027-0.190-0.136-0.085-0.111-0.245-0.203-0.351-0.140-0.457-0.238-0.207-0.011-0.042-0.213-0.056-0.168-0.284-0.111-0.207-0.369-0.063-0.193-0.120-0.190-0.4280.0000.055
gaussianblur_20-0.243-0.157-0.121-0.248-0.574-0.300-0.570-0.173-0.164-0.074-0.387-0.400-0.320-0.128-0.144-0.462-0.383-0.327-0.281-0.233-0.477-0.620-0.501-0.597-0.033-0.240-0.019-0.012-0.199-0.057-0.113-0.043-0.023-0.191-0.081-0.019-0.155-0.130-0.155-0.086-0.077-0.100-0.130-0.041-0.051-0.144-0.161-0.108-0.207-0.071-0.167-0.094-0.127-0.241-0.187-0.120-0.112-0.245-0.203-0.371-0.152-0.514-0.327-0.274-0.042-0.042-0.213-0.056-0.252-0.284-0.111-0.207-0.396-0.063-0.193-0.120-0.190-0.4280.000-0.070
superpixels_0p1-0.056-0.131-0.061-0.156-0.337-0.145-0.259-0.057-0.107-0.042-0.1230.118-0.161-0.060-0.105-0.328-0.209-0.193-0.181-0.161-0.366-0.324-0.312-0.438-0.033-0.118-0.019-0.012-0.131-0.043-0.104-0.043-0.006-0.127-0.081-0.019-0.134-0.112-0.136-0.050-0.044-0.067-0.130-0.033-0.051-0.107-0.108-0.110-0.162-0.042-0.047-0.021-0.052-0.1290.0340.079-0.083-0.193-0.099-0.291-0.013-0.152-0.075-0.130-0.042-0.042-0.085-0.045-0.127-0.144-0.111-0.107-0.098-0.050-0.035-0.044-0.190-0.2390.000-0.070
superpixels_0p5-0.149-0.157-0.099-0.218-0.403-0.257-0.449-0.110-0.141-0.042-0.211-0.005-0.206-0.097-0.118-0.427-0.333-0.313-0.269-0.218-0.430-0.552-0.482-0.563-0.033-0.169-0.019-0.012-0.194-0.057-0.113-0.043-0.023-0.133-0.081-0.019-0.147-0.130-0.155-0.076-0.077-0.086-0.130-0.029-0.051-0.130-0.170-0.118-0.207-0.100-0.130-0.029-0.127-0.193-0.0930.018-0.105-0.232-0.193-0.371-0.132-0.351-0.137-0.200-0.042-0.042-0.149-0.056-0.168-0.264-0.111-0.192-0.202-0.057-0.107-0.106-0.190-0.3730.000-0.070
superpixels_0p85-0.239-0.157-0.116-0.231-0.550-0.300-0.533-0.162-0.156-0.053-0.3500.021-0.320-0.128-0.139-0.448-0.383-0.313-0.281-0.233-0.477-0.611-0.491-0.597-0.033-0.208-0.019-0.012-0.199-0.057-0.113-0.043-0.023-0.165-0.081-0.019-0.155-0.130-0.142-0.084-0.069-0.097-0.130-0.041-0.051-0.144-0.179-0.123-0.207-0.107-0.153-0.086-0.127-0.241-0.187-0.085-0.112-0.245-0.173-0.371-0.152-0.514-0.253-0.274-0.042-0.042-0.213-0.056-0.252-0.272-0.111-0.207-0.335-0.063-0.193-0.120-0.190-0.4130.000-0.070
colorspace_25-0.0210.008-0.0000.000-0.0380.0430.002-0.019-0.001-0.037-0.0010.192-0.025-0.001-0.034-0.055-0.0150.003-0.085-0.042-0.057-0.0140.091-0.1050.0120.0060.005-0.0120.003-0.029-0.003-0.0430.0100.015-0.081-0.019-0.0010.0930.0420.0030.025-0.021-0.037-0.025-0.0450.003-0.100-0.016-0.186-0.090-0.040-0.094-0.077-0.159-0.068-0.018-0.0190.007-0.0470.042-0.0210.0210.0220.084-0.011-0.031-0.023-0.024-0.002-0.013-0.111-0.026-0.077-0.0100.0430.0090.0320.0100.0000.055
colorspace_50-0.025-0.014-0.015-0.020-0.0560.0500.009-0.0110.002-0.0300.0160.100-0.002-0.015-0.039-0.013-0.082-0.032-0.102-0.035-0.055-0.0290.080-0.1410.006-0.0040.0050.0010.005-0.029-0.001-0.0430.0100.015-0.081-0.019-0.0280.100-0.004-0.000-0.008-0.023-0.037-0.025-0.039-0.002-0.111-0.077-0.207-0.078-0.077-0.094-0.115-0.200-0.0680.012-0.022-0.005-0.0710.083-0.009-0.0110.0130.086-0.011-0.042-0.040-0.024-0.002-0.031-0.111-0.039-0.077-0.0110.0320.0340.032-0.0670.000-0.070
averageblur_5_11-0.012-0.064-0.021-0.048-0.0920.064-0.046-0.034-0.070-0.034-0.0390.153-0.002-0.041-0.071-0.077-0.065-0.055-0.156-0.022-0.113-0.3390.004-0.202-0.030-0.027-0.007-0.001-0.083-0.029-0.035-0.0430.010-0.112-0.081-0.019-0.0150.075-0.057-0.022-0.015-0.049-0.050-0.025-0.039-0.032-0.082-0.062-0.0920.030-0.028-0.037-0.019-0.0180.0250.012-0.045-0.055-0.118-0.0090.003-0.038-0.0290.088-0.011-0.042-0.017-0.013-0.002-0.108-0.111-0.014-0.058-0.0290.022-0.032-0.023-0.1550.0000.055
medianblur_1-0.006-0.079-0.030-0.005-0.1090.013-0.096-0.040-0.109-0.024-0.0660.113-0.047-0.039-0.059-0.065-0.045-0.106-0.1210.041-0.076-0.0820.037-0.125-0.030-0.006-0.0070.009-0.119-0.029-0.018-0.0430.026-0.038-0.081-0.0190.0090.044-0.051-0.013-0.009-0.045-0.070-0.004-0.051-0.018-0.091-0.046-0.0990.023-0.038-0.0170.015-0.043-0.0000.054-0.030-0.037-0.1420.0430.0120.005-0.0120.013-0.011-0.020-0.061-0.013-0.002-0.101-0.111-0.035-0.092-0.0330.028-0.035-0.023-0.0800.0000.055
sharpen_0-0.012-0.014-0.012-0.042-0.0420.018-0.011-0.005-0.037-0.016-0.0020.179-0.093-0.019-0.057-0.024-0.051-0.019-0.113-0.054-0.071-0.2410.074-0.039-0.002-0.0210.005-0.011-0.008-0.029-0.011-0.0430.010-0.021-0.081-0.0190.0110.0720.016-0.0090.025-0.042-0.047-0.009-0.051-0.039-0.057-0.069-0.1740.091-0.005-0.0350.006-0.1130.025-0.026-0.0120.015-0.018-0.0400.001-0.046-0.0010.101-0.011-0.031-0.020-0.0240.082-0.004-0.111-0.088-0.085-0.0120.033-0.0120.032-0.0440.000-0.070
sharpen_1-0.007-0.006-0.012-0.041-0.0750.004-0.075-0.013-0.042-0.019-0.0050.179-0.093-0.016-0.043-0.028-0.077-0.037-0.093-0.070-0.074-0.2410.057-0.0940.000-0.014-0.0050.000-0.009-0.029-0.011-0.0430.010-0.001-0.081-0.019-0.0080.0920.004-0.0220.013-0.035-0.030-0.008-0.047-0.030-0.085-0.062-0.1080.091-0.010-0.027-0.006-0.1080.004-0.044-0.0120.036-0.061-0.032-0.009-0.037-0.0110.068-0.011-0.031-0.017-0.0240.040-0.032-0.111-0.063-0.017-0.0200.0280.0130.032-0.0410.000-0.070
sharpen_2-0.007-0.018-0.006-0.014-0.0520.017-0.057-0.005-0.010-0.0270.0390.232-0.0930.005-0.045-0.012-0.077-0.045-0.105-0.078-0.073-0.0740.070-0.026-0.009-0.0260.005-0.008-0.016-0.029-0.029-0.0430.0100.007-0.081-0.019-0.0070.0840.015-0.0150.016-0.033-0.057-0.010-0.051-0.047-0.055-0.062-0.1190.103-0.007-0.0330.029-0.104-0.0170.016-0.0140.030-0.039-0.067-0.005-0.055-0.0330.097-0.011-0.031-0.023-0.0340.040-0.106-0.111-0.032-0.061-0.0140.028-0.008-0.079-0.0710.000-0.070
addintensity_-80-0.023-0.024-0.017-0.043-0.0480.027-0.032-0.057-0.038-0.0270.0160.216-0.100-0.049-0.053-0.034-0.053-0.063-0.114-0.055-0.163-0.2330.046-0.108-0.025-0.003-0.0010.000-0.101-0.029-0.017-0.0430.026-0.004-0.081-0.019-0.0370.1280.016-0.0360.001-0.041-0.017-0.018-0.0510.013-0.016-0.062-0.149-0.078-0.032-0.060-0.073-0.0080.051-0.009-0.054-0.057-0.0940.026-0.019-0.021-0.0030.040-0.011-0.031-0.030-0.033-0.002-0.104-0.111-0.054-0.119-0.006-0.0100.0020.032-0.0690.0000.055
addintensity_80-0.005-0.022-0.001-0.002-0.0300.032-0.033-0.035-0.015-0.0290.0300.232-0.047-0.031-0.053-0.007-0.022-0.021-0.113-0.015-0.038-0.0520.100-0.018-0.006-0.0110.0050.014-0.024-0.029-0.028-0.0430.0100.012-0.081-0.019-0.0300.1300.018-0.0010.006-0.027-0.0550.012-0.0390.000-0.023-0.016-0.0850.0460.023-0.0260.033-0.0510.0680.019-0.0180.024-0.0360.0050.008-0.014-0.0040.078-0.011-0.020-0.017-0.0340.082-0.058-0.111-0.0210.004-0.0130.033-0.0020.032-0.0860.0000.055
elementrandomintensity_1-0.026-0.121-0.037-0.069-0.173-0.113-0.060-0.076-0.114-0.053-0.0250.137-0.214-0.059-0.110-0.223-0.208-0.076-0.181-0.118-0.366-0.3130.004-0.205-0.026-0.064-0.001-0.012-0.152-0.057-0.046-0.043-0.006-0.076-0.081-0.019-0.0740.012-0.065-0.070-0.033-0.074-0.090-0.041-0.051-0.061-0.140-0.077-0.207-0.093-0.065-0.084-0.127-0.180-0.051-0.046-0.083-0.167-0.163-0.257-0.051-0.258-0.196-0.232-0.042-0.042-0.193-0.045-0.252-0.235-0.111-0.192-0.396-0.060-0.128-0.092-0.023-0.1480.000-0.070
multiplyintensity_0p25-0.014-0.021-0.0260.011-0.0260.035-0.009-0.045-0.013-0.0480.0530.189-0.093-0.039-0.049-0.031-0.018-0.034-0.108-0.015-0.094-0.1120.041-0.100-0.002-0.029-0.0010.000-0.028-0.029-0.013-0.043-0.006-0.055-0.081-0.019-0.0220.0760.004-0.019-0.002-0.046-0.057-0.008-0.0510.002-0.078-0.062-0.155-0.025-0.058-0.075-0.008-0.057-0.017-0.053-0.0250.002-0.048-0.012-0.032-0.0050.0150.099-0.011-0.031-0.027-0.008-0.002-0.047-0.111-0.050-0.068-0.0070.011-0.0280.032-0.0720.000-0.008
multiplyintensity_2-0.002-0.013-0.0040.022-0.025-0.007-0.112-0.002-0.030-0.021-0.0690.179-0.070-0.031-0.0480.002-0.018-0.056-0.100-0.015-0.034-0.1580.082-0.031-0.012-0.0560.010-0.008-0.026-0.0290.001-0.0430.010-0.048-0.081-0.0190.0180.054-0.033-0.0130.019-0.037-0.0500.000-0.051-0.043-0.019-0.046-0.0750.0180.004-0.0440.035-0.002-0.0000.026-0.0140.039-0.0170.0230.000-0.0590.0310.112-0.011-0.031-0.079-0.029-0.002-0.007-0.111-0.085-0.034-0.0060.0330.0160.032-0.0810.0000.055
contrastnormalization_0-0.013-0.004-0.005-0.024-0.0020.063-0.004-0.0190.016-0.024-0.0030.232-0.047-0.020-0.044-0.010-0.055-0.055-0.083-0.055-0.036-0.1120.051-0.093-0.007-0.002-0.0010.0020.000-0.029-0.038-0.0430.0100.048-0.064-0.0190.0270.1260.002-0.001-0.001-0.020-0.037-0.008-0.047-0.0020.006-0.036-0.1290.0470.005-0.0260.006-0.0230.0510.020-0.0070.010-0.0660.0150.002-0.0180.0270.095-0.011-0.031-0.017-0.0380.040-0.030-0.111-0.016-0.043-0.0010.0440.016-0.023-0.0420.0000.055
contrastnormalization_1-0.014-0.027-0.010-0.0280.0350.020-0.055-0.0200.006-0.019-0.0050.2320.044-0.017-0.0340.005-0.018-0.025-0.117-0.030-0.028-0.1200.075-0.0300.000-0.0280.0050.013-0.032-0.029-0.020-0.0430.0260.022-0.0460.000-0.0230.1240.0020.0110.022-0.020-0.030-0.008-0.0450.006-0.005-0.050-0.1250.0390.029-0.0120.052-0.0220.0340.037-0.0160.032-0.0480.0620.007-0.0100.0270.092-0.011-0.031-0.040-0.0240.082-0.033-0.111-0.013-0.005-0.0020.0330.037-0.079-0.0930.0000.055
contrastnormalization_2-0.007-0.014-0.008-0.016-0.0060.059-0.042-0.026-0.008-0.032-0.0180.218-0.0700.021-0.033-0.031-0.025-0.060-0.080-0.003-0.035-0.0740.077-0.034-0.006-0.0100.0050.014-0.023-0.029-0.025-0.0430.0100.016-0.064-0.019-0.0120.1110.001-0.0010.016-0.021-0.046-0.004-0.051-0.001-0.012-0.039-0.1110.0610.001-0.0030.033-0.0360.0340.036-0.0060.029-0.093-0.009-0.001-0.0020.0440.096-0.011-0.031-0.000-0.0340.082-0.071-0.111-0.059-0.048-0.0060.0330.027-0.023-0.0310.0000.055
elastic_1-0.085-0.157-0.085-0.244-0.550-0.219-0.333-0.138-0.155-0.053-0.030-0.111-0.229-0.097-0.139-0.253-0.326-0.204-0.250-0.213-0.245-0.347-0.454-0.355-0.033-0.218-0.019-0.012-0.188-0.029-0.113-0.043-0.023-0.147-0.081-0.019-0.155-0.053-0.155-0.080-0.077-0.086-0.130-0.041-0.051-0.116-0.127-0.085-0.207-0.006-0.109-0.033-0.102-0.176-0.068-0.099-0.111-0.241-0.153-0.331-0.143-0.290-0.263-0.274-0.011-0.042-0.213-0.056-0.168-0.261-0.111-0.202-0.396-0.063-0.193-0.102-0.190-0.2780.000-0.070
scaled_1p250.017-0.015-0.0100.0310.0090.056-0.059-0.0310.0310.0080.0050.3150.0440.020-0.0140.1160.1030.022-0.0710.0370.021-0.0210.1310.049-0.0110.075-0.0010.048-0.0060.1330.075-0.0430.0430.0620.042-0.0190.0700.1690.055-0.0020.049-0.010-0.0640.033-0.0090.0080.087-0.0180.0430.0970.0690.0610.1300.0680.0590.0650.003-0.023-0.038-0.0160.0240.0320.0540.1210.020-0.0200.0070.0170.0400.0110.0560.0580.0020.0160.092-0.011-0.079-0.0430.0000.055
scaled_0p75-0.098-0.075-0.072-0.036-0.133-0.086-0.037-0.063-0.070-0.062-0.0990.126-0.123-0.057-0.052-0.114-0.065-0.128-0.156-0.057-0.105-0.127-0.017-0.177-0.024-0.081-0.013-0.012-0.085-0.057-0.053-0.043-0.023-0.053-0.064-0.019-0.0730.003-0.113-0.055-0.048-0.070-0.124-0.030-0.043-0.073-0.066-0.092-0.123-0.049-0.092-0.032-0.044-0.131-0.017-0.018-0.071-0.009-0.1380.063-0.037-0.130-0.044-0.0250.020-0.031-0.115-0.045-0.127-0.090-0.111-0.106-0.091-0.023-0.041-0.067-0.023-0.1380.0000.055
scaled_0p5-0.169-0.108-0.099-0.120-0.217-0.126-0.145-0.085-0.124-0.066-0.214-0.137-0.252-0.081-0.103-0.198-0.173-0.176-0.196-0.107-0.214-0.279-0.183-0.275-0.031-0.132-0.019-0.012-0.138-0.057-0.088-0.043-0.023-0.128-0.081-0.019-0.151-0.059-0.155-0.072-0.069-0.097-0.130-0.041-0.051-0.109-0.115-0.100-0.165-0.103-0.142-0.083-0.081-0.133-0.119-0.009-0.098-0.133-0.171-0.104-0.103-0.207-0.225-0.115-0.042-0.042-0.206-0.040-0.127-0.188-0.111-0.152-0.164-0.052-0.118-0.077-0.079-0.2680.0000.055
scaled_(1p25, 1p0)0.003-0.007-0.0220.0110.0440.021-0.027-0.0060.030-0.0050.0080.1570.013-0.001-0.0180.0640.012-0.033-0.0790.006-0.0300.0470.0930.046-0.007-0.006-0.0010.044-0.0050.0250.018-0.0430.0260.063-0.011-0.0190.0240.1600.0130.0050.058-0.013-0.0370.021-0.003-0.0190.030-0.049-0.0610.0760.0310.0430.1410.0360.0680.051-0.0160.031-0.0340.0730.0380.0060.0300.1280.020-0.031-0.042-0.0010.0820.0320.0560.0430.0200.0310.033-0.036-0.079-0.0720.0000.055
scaled_(0p75, 1p0)-0.065-0.039-0.059-0.042-0.034-0.060-0.060-0.053-0.051-0.041-0.0580.179-0.078-0.048-0.050-0.066-0.103-0.112-0.112-0.071-0.094-0.0890.020-0.170-0.017-0.051-0.0100.004-0.066-0.057-0.020-0.043-0.006-0.039-0.081-0.019-0.0480.066-0.029-0.036-0.017-0.051-0.079-0.001-0.036-0.042-0.053-0.062-0.120-0.031-0.035-0.020-0.010-0.0480.0170.008-0.046-0.022-0.085-0.085-0.034-0.0460.0160.023-0.011-0.042-0.095-0.0340.040-0.080-0.111-0.072-0.070-0.024-0.015-0.037-0.023-0.1360.0000.055
scaled_(1p0, 1p25)0.0160.0120.0070.0060.0130.032-0.022-0.0120.0160.002-0.0080.1920.066-0.027-0.0170.0440.0250.010-0.078-0.024-0.0460.0010.1150.009-0.0110.0590.0050.025-0.0080.0250.0140.0040.0260.025-0.011-0.0190.0100.1190.055-0.0150.032-0.034-0.044-0.008-0.035-0.0100.043-0.037-0.0450.0910.0320.0290.069-0.0010.0680.100-0.0090.027-0.023-0.0060.0120.0370.0510.103-0.011-0.0310.0480.0080.123-0.022-0.1110.025-0.0160.0060.0650.0180.032-0.0750.0000.055
scaled_(1p0, 0p75)-0.046-0.043-0.035-0.0040.0470.008-0.033-0.038-0.042-0.045-0.0750.126-0.093-0.015-0.048-0.046-0.032-0.045-0.080-0.019-0.062-0.0890.023-0.052-0.012-0.095-0.001-0.011-0.053-0.029-0.020-0.043-0.006-0.035-0.081-0.019-0.0600.055-0.070-0.034-0.007-0.046-0.059-0.008-0.045-0.027-0.030-0.054-0.146-0.002-0.037-0.0170.037-0.093-0.009-0.002-0.0350.044-0.1190.046-0.0220.005-0.0020.048-0.011-0.0310.003-0.034-0.002-0.030-0.111-0.021-0.073-0.008-0.021-0.009-0.023-0.0530.0000.055
translate_(0p1, 0p1)-0.068-0.059-0.063-0.034-0.016-0.078-0.084-0.041-0.054-0.046-0.0830.179-0.078-0.052-0.053-0.093-0.013-0.080-0.084-0.028-0.066-0.0520.013-0.091-0.024-0.066-0.007-0.010-0.080-0.057-0.046-0.043-0.006-0.048-0.064-0.019-0.0260.079-0.064-0.048-0.030-0.056-0.064-0.019-0.039-0.048-0.039-0.054-0.118-0.043-0.025-0.0190.002-0.0780.0170.008-0.0510.005-0.096-0.012-0.031-0.021-0.0210.017-0.011-0.042-0.125-0.034-0.002-0.014-0.111-0.096-0.095-0.020-0.032-0.023-0.079-0.0520.0000.055
translate_(0p1, -0p1)-0.034-0.037-0.0340.007-0.042-0.034-0.027-0.0340.019-0.004-0.0570.245-0.078-0.035-0.040-0.019-0.010-0.070-0.091-0.015-0.0560.0010.051-0.063-0.0120.046-0.0070.005-0.036-0.0020.0250.004-0.0060.000-0.028-0.0190.0280.139-0.014-0.0240.014-0.048-0.037-0.003-0.031-0.025-0.011-0.054-0.0870.0560.0010.0190.031-0.0050.0510.026-0.0370.015-0.0650.018-0.008-0.034-0.0340.082-0.011-0.042-0.010-0.0240.0400.032-0.111-0.0160.008-0.0130.0220.010-0.079-0.0530.0000.055
translate_(-0p1, 0p1)-0.018-0.020-0.030-0.0300.0390.020-0.057-0.0140.010-0.034-0.0220.232-0.0700.018-0.024-0.0010.0250.003-0.0440.010-0.049-0.0290.077-0.018-0.020-0.0200.0050.027-0.026-0.002-0.005-0.0430.0260.024-0.046-0.0190.0240.131-0.014-0.0140.043-0.041-0.0700.007-0.009-0.0060.027-0.016-0.0610.0540.0050.0260.089-0.0480.0450.051-0.0180.006-0.065-0.0030.0080.0250.0090.082-0.011-0.009-0.078-0.026-0.002-0.013-0.111-0.008-0.0230.0090.0110.009-0.042-0.0360.0000.055
translate_(-0p1, -0p1)0.017-0.0050.0020.0550.0680.074-0.006-0.0110.0400.023-0.0020.267-0.0250.033-0.0180.1150.0650.052-0.0440.028-0.0140.0010.1190.058-0.0030.0660.0050.059-0.0070.1330.0350.0040.0430.0800.042-0.0190.0830.2090.065-0.0020.039-0.009-0.0540.0150.0050.0130.057-0.0180.0120.1290.0570.0630.1190.0580.0510.1230.0170.026-0.014-0.0040.0460.0660.1040.1260.020-0.042-0.0050.0290.0400.066-0.1110.0650.0410.0300.1080.0200.032-0.0220.0000.055
translate_(0p1, 0)-0.042-0.036-0.047-0.002-0.005-0.034-0.029-0.046-0.012-0.035-0.0870.232-0.081-0.052-0.053-0.035-0.025-0.040-0.083-0.013-0.0550.0010.056-0.082-0.024-0.029-0.0010.003-0.056-0.029-0.025-0.043-0.006-0.022-0.064-0.019-0.0100.083-0.033-0.036-0.008-0.041-0.050-0.008-0.039-0.012-0.036-0.062-0.136-0.024-0.013-0.0230.010-0.0290.0340.011-0.0350.015-0.0540.054-0.021-0.0340.0070.065-0.011-0.037-0.053-0.0240.040-0.001-0.111-0.049-0.043-0.0170.011-0.004-0.079-0.0160.0000.055
translate_(-0p1, 0)0.0070.003-0.0150.0200.0650.047-0.004-0.0250.041-0.0030.0160.2230.0210.003-0.0280.1070.0250.033-0.0590.032-0.0150.0130.0870.049-0.0010.0320.0100.046-0.0170.0250.011-0.0430.0260.024-0.028-0.0190.0310.1530.0470.0070.052-0.002-0.0400.004-0.0090.0390.007-0.018-0.0300.0970.0390.0470.0940.0120.0840.0780.0040.018-0.0350.0200.0340.0290.0470.1210.020-0.020-0.055-0.0170.0400.035-0.1110.0270.0290.0200.0540.003-0.042-0.0160.0000.055
translate_(0, 0p1)-0.026-0.033-0.028-0.0250.0510.029-0.066-0.020-0.013-0.040-0.0350.232-0.047-0.039-0.037-0.019-0.020-0.024-0.066-0.013-0.0690.0010.072-0.072-0.014-0.045-0.007-0.010-0.020-0.029-0.028-0.0430.010-0.023-0.081-0.019-0.0200.081-0.031-0.021-0.005-0.043-0.044-0.001-0.045-0.024-0.010-0.046-0.106-0.007-0.0070.0050.025-0.0630.0170.029-0.0140.043-0.0960.020-0.0010.040-0.0120.0500.020-0.020-0.054-0.018-0.0020.044-0.111-0.047-0.063-0.009-0.0100.026-0.023-0.0560.0000.055
translate_(0, -0p1)0.0150.0070.0100.0300.0120.028-0.031-0.0060.0380.018-0.0230.245-0.002-0.001-0.0210.035-0.000-0.018-0.0340.011-0.0320.0240.1310.020-0.0030.0620.0100.006-0.0070.025-0.000-0.0200.0260.058-0.011-0.0190.0460.1550.069-0.0080.026-0.022-0.0440.004-0.0350.0140.055-0.041-0.0560.0860.0210.0270.1190.0150.0680.0740.0050.024-0.022-0.0330.051-0.0210.0320.104-0.011-0.0310.0530.0030.1230.064-0.1110.0390.0170.0110.0760.012-0.079-0.0320.0000.055
rotated_30.009-0.0020.0100.0300.0240.026-0.038-0.0070.0250.002-0.0060.218-0.047-0.019-0.0420.030-0.003-0.028-0.0630.011-0.034-0.0290.098-0.0360.0010.0120.0130.015-0.007-0.0290.044-0.0200.0260.014-0.055-0.0190.0510.1450.0370.0040.022-0.006-0.0390.008-0.035-0.004-0.014-0.018-0.0630.0480.0180.0300.0750.0190.0840.0650.0000.021-0.0390.0820.0350.0210.0170.1160.0040.008-0.044-0.0060.1230.019-0.1110.0230.0120.0050.0290.014-0.023-0.0050.0000.055
rotated_50.0130.0190.0070.0170.0350.039-0.056-0.0260.0240.002-0.0120.216-0.093-0.009-0.0260.1070.007-0.026-0.0630.038-0.0320.0170.0980.006-0.005-0.0100.0130.022-0.000-0.0020.0630.0280.0260.019-0.064-0.0190.0370.1340.012-0.0020.0350.005-0.0390.014-0.0030.0120.014-0.019-0.0230.0530.0090.0130.1000.0440.0890.1300.0080.034-0.0330.0320.0370.0370.0530.1090.004-0.009-0.004-0.0340.1230.011-0.1110.050-0.0060.0160.022-0.005-0.079-0.0260.0000.055
rotated_100.0160.0040.0130.0640.0210.015-0.038-0.0230.0190.005-0.0210.157-0.1150.009-0.0340.0780.040-0.028-0.0390.018-0.0510.0010.087-0.001-0.012-0.0110.0190.048-0.0370.0250.1070.0520.0260.023-0.064-0.0190.0510.148-0.008-0.0110.016-0.013-0.0320.026-0.013-0.0120.008-0.018-0.0350.0780.0190.0110.1060.0800.0460.095-0.0030.069-0.0700.0430.0500.0030.0650.149-0.011-0.0200.001-0.008-0.002-0.021-0.111-0.0070.0050.0150.054-0.044-0.023-0.0260.0000.055
rotated_45-0.034-0.003-0.027-0.003-0.197-0.112-0.288-0.077-0.145-0.040-0.0670.205-0.275-0.069-0.0580.0400.005-0.157-0.127-0.173-0.152-0.0970.079-0.019-0.012-0.102-0.0160.057-0.0630.0520.0620.0990.010-0.061-0.0110.0000.0250.0800.004-0.048-0.037-0.048-0.007-0.012-0.009-0.0250.015-0.068-0.0230.0880.0470.0350.0730.020-0.003-0.023-0.067-0.239-0.133-0.194-0.0230.005-0.0640.0910.0200.002-0.0310.033-0.210-0.144-0.111-0.107-0.199-0.0190.054-0.114-0.079-0.1230.0000.055
rotated_60-0.068-0.038-0.080-0.084-0.300-0.231-0.306-0.103-0.164-0.058-0.1920.258-0.320-0.089-0.058-0.029-0.032-0.227-0.200-0.189-0.256-0.1880.021-0.175-0.023-0.136-0.0130.020-0.1130.011-0.0530.0040.010-0.099-0.0110.039-0.0460.013-0.030-0.052-0.062-0.077-0.020-0.026-0.015-0.0150.016-0.049-0.0230.0990.0300.0620.0230.031-0.000-0.058-0.094-0.239-0.153-0.214-0.046-0.111-0.054-0.0360.020-0.015-0.0360.008-0.252-0.261-0.111-0.185-0.247-0.0120.006-0.114-0.190-0.1620.0000.013
rotated_90-0.116-0.057-0.116-0.101-0.447-0.279-0.370-0.137-0.156-0.071-0.192-0.005-0.320-0.124-0.066-0.082-0.197-0.258-0.227-0.200-0.282-0.286-0.090-0.143-0.026-0.163-0.007-0.007-0.1210.025-0.065-0.043-0.023-0.069-0.0640.000-0.132-0.041-0.051-0.078-0.055-0.086-0.067-0.025-0.039-0.040-0.024-0.077-0.0610.115-0.0170.0010.0060.007-0.000-0.071-0.096-0.239-0.143-0.279-0.121-0.207-0.146-0.209-0.011-0.031-0.115-0.020-0.252-0.261-0.111-0.185-0.283-0.029-0.017-0.120-0.134-0.2260.0000.055
flipH-0.004-0.0050.0040.0250.0740.0190.0090.001-0.002-0.0190.0430.232-0.0610.013-0.0180.021-0.000-0.011-0.0560.031-0.0110.0010.0670.057-0.0160.0310.0180.014-0.002-0.002-0.016-0.0430.026-0.0140.033-0.019-0.0100.162-0.0510.014-0.015-0.003-0.0700.004-0.0270.005-0.002-0.053-0.0260.0770.0070.0150.016-0.0270.0510.0170.0020.072-0.0450.0430.014-0.0280.1090.0260.004-0.009-0.0410.0080.019-0.044-0.111-0.011-0.0300.0270.001-0.0550.1440.0510.0000.055
flipV-0.091-0.074-0.108-0.107-0.123-0.068-0.149-0.150-0.141-0.042-0.0390.153-0.229-0.064-0.046-0.023-0.224-0.229-0.269-0.130-0.300-0.4830.025-0.069-0.026-0.170-0.0130.009-0.1290.025-0.0180.004-0.0060.004-0.081-0.019-0.046-0.014-0.008-0.064-0.027-0.070-0.057-0.005-0.015-0.043-0.007-0.069-0.1440.0740.017-0.007-0.0270.102-0.068-0.046-0.085-0.239-0.166-0.284-0.081-0.107-0.108-0.0920.051-0.0420.003-0.0220.040-0.160-0.111-0.121-0.136-0.0180.003-0.071-0.023-0.1770.0000.055
dropout-0.032-0.059-0.043-0.063-0.145-0.169-0.070-0.024-0.070-0.027-0.0060.074-0.206-0.043-0.101-0.293-0.239-0.079-0.187-0.115-0.236-0.370-0.022-0.097-0.026-0.070-0.007-0.012-0.107-0.057-0.088-0.043-0.023-0.122-0.081-0.019-0.067-0.033-0.077-0.049-0.052-0.076-0.084-0.004-0.051-0.019-0.062-0.123-0.207-0.107-0.046-0.043-0.110-0.194-0.102-0.053-0.064-0.091-0.129-0.007-0.049-0.258-0.168-0.111-0.011-0.031-0.095-0.056-0.168-0.195-0.111-0.178-0.369-0.050-0.069-0.028-0.134-0.2340.000-0.070
Recall for model e2e_faster_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0030.0230.002-0.0120.0640.0100.017-0.015-0.010-0.001-0.0020.152-0.013-0.007-0.0430.053-0.061-0.036-0.0690.003-0.032-0.1610.090-0.020-0.0080.0180.005-0.002-0.032-0.0210.007-0.0150.026-0.025-0.078-0.0170.0380.1420.0300.0050.025-0.017-0.015-0.0060.0060.010-0.017-0.071-0.0630.0080.0070.0060.054-0.0080.078-0.0220.0080.102-0.0190.0410.0040.0480.0270.082-0.006-0.012-0.013-0.0060.1000.0740.0000.006-0.087-0.0090.015-0.013-0.079-0.0170.0000.055
gaussianblur_10-0.153-0.155-0.112-0.246-0.575-0.261-0.532-0.172-0.155-0.068-0.370-0.321-0.263-0.133-0.140-0.416-0.380-0.322-0.267-0.244-0.454-0.600-0.499-0.576-0.030-0.227-0.015-0.012-0.204-0.048-0.087-0.063-0.023-0.191-0.078-0.017-0.153-0.130-0.159-0.082-0.079-0.095-0.133-0.054-0.050-0.090-0.162-0.113-0.208-0.002-0.205-0.060-0.146-0.197-0.134-0.103-0.117-0.256-0.193-0.390-0.121-0.466-0.234-0.205-0.006-0.046-0.214-0.048-0.150-0.2860.000-0.203-0.408-0.067-0.195-0.113-0.190-0.4220.000-0.070
gaussianblur_20-0.245-0.155-0.122-0.246-0.575-0.319-0.556-0.172-0.155-0.073-0.370-0.427-0.308-0.133-0.150-0.444-0.410-0.322-0.267-0.244-0.465-0.646-0.499-0.576-0.030-0.251-0.015-0.012-0.204-0.048-0.087-0.063-0.023-0.191-0.078-0.017-0.153-0.130-0.159-0.085-0.079-0.099-0.133-0.054-0.050-0.138-0.173-0.121-0.208-0.071-0.205-0.088-0.158-0.239-0.194-0.131-0.119-0.256-0.193-0.390-0.146-0.514-0.341-0.265-0.038-0.046-0.214-0.048-0.233-0.2860.000-0.203-0.408-0.067-0.195-0.113-0.190-0.4220.000-0.070
superpixels_0p1-0.049-0.141-0.064-0.150-0.365-0.221-0.241-0.057-0.111-0.031-0.1200.100-0.217-0.063-0.125-0.320-0.283-0.270-0.155-0.200-0.343-0.486-0.353-0.426-0.030-0.198-0.015-0.012-0.163-0.048-0.087-0.063-0.023-0.152-0.078-0.017-0.148-0.124-0.153-0.038-0.046-0.062-0.133-0.046-0.050-0.106-0.144-0.096-0.177-0.059-0.031-0.006-0.075-0.069-0.0270.057-0.086-0.175-0.130-0.333-0.081-0.197-0.109-0.184-0.006-0.035-0.116-0.043-0.150-0.1520.000-0.139-0.147-0.049-0.084-0.076-0.190-0.1910.000-0.070
superpixels_0p5-0.151-0.146-0.103-0.202-0.468-0.308-0.447-0.141-0.148-0.042-0.2040.073-0.240-0.111-0.133-0.374-0.391-0.322-0.267-0.244-0.444-0.600-0.462-0.576-0.030-0.190-0.015-0.012-0.194-0.048-0.087-0.063-0.023-0.163-0.078-0.017-0.153-0.130-0.159-0.074-0.071-0.081-0.133-0.054-0.050-0.135-0.186-0.121-0.208-0.117-0.136-0.023-0.158-0.188-0.109-0.011-0.111-0.243-0.172-0.370-0.138-0.418-0.164-0.225-0.038-0.046-0.181-0.048-0.150-0.2630.000-0.203-0.219-0.056-0.130-0.113-0.190-0.3410.000-0.070
superpixels_0p85-0.239-0.155-0.118-0.238-0.539-0.319-0.556-0.165-0.155-0.063-0.343-0.058-0.308-0.133-0.145-0.444-0.410-0.322-0.267-0.244-0.465-0.646-0.499-0.576-0.030-0.233-0.015-0.012-0.204-0.048-0.087-0.063-0.023-0.185-0.078-0.017-0.153-0.130-0.159-0.082-0.071-0.092-0.133-0.054-0.050-0.138-0.191-0.121-0.208-0.129-0.194-0.088-0.158-0.239-0.160-0.103-0.119-0.256-0.152-0.390-0.146-0.514-0.246-0.265-0.038-0.046-0.214-0.048-0.233-0.2860.000-0.203-0.408-0.067-0.195-0.113-0.190-0.4060.000-0.070
colorspace_25-0.0230.021-0.007-0.0220.0440.0170.040-0.034-0.011-0.0360.0110.1000.0100.013-0.0430.060-0.1040.002-0.096-0.054-0.038-0.0550.087-0.1560.007-0.0320.0040.000-0.013-0.0210.011-0.0150.026-0.017-0.078-0.0170.0070.137-0.0310.0140.042-0.013-0.039-0.017-0.0180.016-0.101-0.059-0.156-0.011-0.057-0.096-0.117-0.175-0.100-0.011-0.0150.055-0.0040.025-0.0050.0500.0510.088-0.006-0.0230.003-0.0110.100-0.0020.000-0.048-0.123-0.0070.0410.0440.032-0.0500.0000.055
colorspace_50-0.0280.024-0.007-0.0200.0080.0340.017-0.0180.012-0.028-0.0090.021-0.036-0.002-0.0430.018-0.081-0.038-0.090-0.057-0.051-0.0550.082-0.1840.0100.003-0.0040.000-0.010-0.021-0.005-0.0630.026-0.029-0.078-0.0170.0070.111-0.012-0.0000.035-0.015-0.026-0.017-0.0260.004-0.128-0.105-0.208-0.057-0.099-0.096-0.158-0.203-0.092-0.006-0.0060.028-0.0180.0620.0010.0400.0570.112-0.006-0.046-0.019-0.0220.100-0.0280.000-0.039-0.186-0.0080.0360.0340.032-0.0530.000-0.070
averageblur_5_11-0.004-0.050-0.022-0.035-0.1030.0320.009-0.040-0.046-0.0310.0050.152-0.081-0.034-0.075-0.038-0.111-0.099-0.117-0.053-0.090-0.3500.059-0.145-0.021-0.024-0.004-0.012-0.080-0.0210.004-0.0630.010-0.122-0.078-0.017-0.0420.064-0.025-0.016-0.004-0.035-0.073-0.020-0.038-0.028-0.112-0.086-0.0740.023-0.031-0.016-0.086-0.0100.061-0.016-0.042-0.126-0.092-0.029-0.014-0.042-0.0100.096-0.006-0.035-0.070-0.0250.100-0.1340.000-0.027-0.080-0.0210.010-0.027-0.079-0.1240.0000.055
medianblur_1-0.002-0.057-0.028-0.044-0.063-0.021-0.055-0.041-0.088-0.0150.0140.152-0.013-0.027-0.059-0.091-0.091-0.125-0.0900.012-0.055-0.1990.008-0.142-0.016-0.017-0.004-0.012-0.121-0.0210.004-0.0630.026-0.043-0.078-0.017-0.0320.044-0.033-0.0310.004-0.043-0.073-0.009-0.038-0.024-0.107-0.041-0.1100.030-0.052-0.0160.012-0.0490.0270.010-0.028-0.063-0.1000.0260.0060.050-0.0310.066-0.006-0.023-0.054-0.0240.017-0.1190.000-0.018-0.123-0.0380.031-0.019-0.051-0.0810.0000.055
sharpen_0-0.0130.003-0.004-0.027-0.059-0.0560.0140.001-0.019-0.0150.0230.126-0.036-0.044-0.059-0.000-0.089-0.026-0.092-0.026-0.043-0.1460.085-0.065-0.006-0.0430.002-0.0020.020-0.021-0.004-0.0630.010-0.065-0.078-0.0170.0290.138-0.004-0.0210.012-0.027-0.049-0.017-0.032-0.036-0.076-0.097-0.1510.100-0.034-0.0460.001-0.0770.035-0.0050.0010.069-0.014-0.0540.001-0.069-0.0340.089-0.006-0.035-0.051-0.0220.017-0.0580.000-0.082-0.147-0.0200.053-0.011-0.134-0.0640.000-0.070
sharpen_1-0.0080.003-0.007-0.031-0.063-0.002-0.015-0.005-0.011-0.0150.0370.152-0.081-0.014-0.0620.002-0.071-0.037-0.097-0.075-0.027-0.2440.066-0.052-0.022-0.0340.013-0.0120.003-0.0210.018-0.0630.010-0.038-0.078-0.0170.0130.0900.015-0.0180.026-0.024-0.049-0.002-0.022-0.018-0.108-0.095-0.1110.091-0.018-0.043-0.024-0.0980.047-0.007-0.0050.059-0.054-0.0240.004-0.011-0.0100.090-0.006-0.035-0.057-0.0110.100-0.0390.000-0.077-0.147-0.0150.053-0.0000.032-0.0650.000-0.070
sharpen_2-0.011-0.012-0.000-0.016-0.015-0.015-0.007-0.001-0.001-0.0200.0550.152-0.081-0.002-0.051-0.047-0.109-0.026-0.092-0.108-0.026-0.0700.076-0.0450.003-0.0150.001-0.002-0.034-0.0210.001-0.0630.010-0.047-0.078-0.0170.0300.082-0.009-0.0200.008-0.017-0.048-0.015-0.032-0.031-0.074-0.085-0.1250.083-0.008-0.027-0.035-0.0840.039-0.000-0.0080.057-0.057-0.0530.001-0.040-0.0190.071-0.006-0.035-0.069-0.0270.100-0.0870.000-0.053-0.155-0.0160.042-0.006-0.079-0.0700.000-0.070
addintensity_-80-0.026-0.022-0.015-0.0090.024-0.0060.001-0.052-0.004-0.0200.0330.047-0.157-0.050-0.049-0.034-0.089-0.047-0.089-0.043-0.137-0.2820.043-0.056-0.016-0.0000.002-0.002-0.085-0.021-0.012-0.0150.026-0.070-0.060-0.017-0.0020.110-0.007-0.031-0.007-0.038-0.006-0.021-0.0380.020-0.037-0.051-0.130-0.038-0.017-0.0320.046-0.0160.0610.010-0.044-0.057-0.083-0.027-0.014-0.034-0.0250.062-0.006-0.023-0.044-0.0270.017-0.1120.000-0.040-0.198-0.018-0.001-0.007-0.079-0.1190.0000.055
addintensity_80-0.004-0.0130.0030.001-0.023-0.0010.016-0.0210.003-0.0200.0140.152-0.051-0.026-0.0520.029-0.0290.001-0.097-0.005-0.025-0.0700.090-0.042-0.016-0.0230.0020.0050.004-0.021-0.007-0.0630.010-0.022-0.078-0.0170.0060.1350.020-0.0030.044-0.013-0.0210.014-0.0140.014-0.023-0.021-0.1060.079-0.004-0.0300.013-0.0270.106-0.004-0.001-0.010-0.0500.035-0.0040.0050.0330.109-0.006-0.020-0.007-0.0110.100-0.0320.000-0.024-0.130-0.0170.0420.005-0.023-0.0590.0000.055
elementrandomintensity_1-0.023-0.077-0.024-0.077-0.367-0.159-0.113-0.060-0.084-0.026-0.0560.100-0.172-0.079-0.111-0.222-0.218-0.103-0.186-0.132-0.269-0.3500.004-0.203-0.023-0.011-0.004-0.002-0.160-0.048-0.032-0.063-0.006-0.111-0.060-0.017-0.0750.001-0.068-0.066-0.038-0.069-0.079-0.046-0.050-0.060-0.152-0.121-0.166-0.120-0.051-0.087-0.127-0.128-0.013-0.034-0.084-0.207-0.139-0.260-0.047-0.252-0.166-0.196-0.038-0.046-0.175-0.043-0.150-0.2350.000-0.168-0.381-0.064-0.130-0.083-0.190-0.1040.000-0.070
multiplyintensity_0p25-0.015-0.027-0.013-0.002-0.0270.021-0.031-0.020-0.040-0.0310.0320.100-0.127-0.035-0.072-0.031-0.053-0.022-0.092-0.023-0.089-0.1990.048-0.0160.005-0.045-0.007-0.012-0.029-0.021-0.037-0.015-0.006-0.053-0.078-0.017-0.0490.093-0.001-0.0320.021-0.045-0.053-0.030-0.034-0.002-0.060-0.121-0.1560.024-0.043-0.036-0.053-0.019-0.007-0.068-0.0350.069-0.022-0.058-0.0120.015-0.0120.046-0.006-0.023-0.008-0.0220.058-0.0320.000-0.039-0.194-0.0140.020-0.0540.032-0.0420.000-0.008
multiplyintensity_2-0.0050.011-0.0040.010-0.042-0.034-0.025-0.016-0.016-0.010-0.0190.1520.055-0.026-0.0630.027-0.034-0.009-0.111-0.021-0.023-0.1230.126-0.053-0.011-0.0370.0110.009-0.010-0.0210.015-0.063-0.006-0.037-0.078-0.0170.0290.1260.018-0.0030.015-0.024-0.059-0.001-0.014-0.042-0.049-0.046-0.0900.006-0.007-0.047-0.002-0.0240.044-0.004-0.0100.003-0.0230.014-0.001-0.0620.0170.134-0.006-0.023-0.037-0.0190.017-0.0650.000-0.068-0.128-0.0060.026-0.004-0.023-0.1090.0000.055
contrastnormalization_0-0.0130.012-0.006-0.029-0.001-0.0060.004-0.0400.005-0.0050.0050.152-0.081-0.006-0.034-0.050-0.151-0.042-0.067-0.040-0.015-0.1230.057-0.1280.0070.0140.0080.009-0.012-0.021-0.004-0.063-0.006-0.019-0.078-0.0170.0030.1230.010-0.0110.027-0.0110.001-0.0060.0020.006-0.035-0.077-0.1300.075-0.005-0.003-0.014-0.0180.064-0.006-0.0070.045-0.0250.1060.0010.0430.0120.130-0.006-0.0230.016-0.0200.100-0.0610.000-0.013-0.139-0.0010.0420.005-0.042-0.0330.0000.055
contrastnormalization_1-0.0110.000-0.006-0.0310.0560.007-0.011-0.0150.002-0.0200.0420.152-0.058-0.021-0.0270.002-0.049-0.034-0.105-0.051-0.018-0.0770.080-0.041-0.006-0.0170.005-0.002-0.019-0.021-0.004-0.0630.018-0.008-0.078-0.017-0.0190.1330.0130.0070.035-0.018-0.019-0.0130.0120.005-0.016-0.077-0.1020.0690.0400.0150.037-0.0320.095-0.001-0.0230.046-0.050-0.0160.0070.002-0.0030.088-0.006-0.012-0.021-0.0150.017-0.0140.000-0.002-0.123-0.0030.0420.034-0.079-0.0090.0000.055
contrastnormalization_2-0.0110.014-0.002-0.0250.0800.012-0.007-0.030-0.010-0.0260.0120.205-0.036-0.009-0.046-0.015-0.067-0.043-0.0740.004-0.046-0.0320.090-0.067-0.002-0.0070.008-0.002-0.020-0.021-0.046-0.0630.0100.004-0.060-0.0170.0270.1360.0090.0030.028-0.013-0.046-0.0170.000-0.002-0.013-0.063-0.0890.024-0.007-0.0030.025-0.0420.095-0.006-0.0070.069-0.0580.001-0.004-0.0160.0240.060-0.006-0.0120.018-0.0060.100-0.0880.0000.001-0.130-0.0080.042-0.001-0.079-0.0090.0000.055
elastic_1-0.068-0.155-0.083-0.238-0.575-0.261-0.350-0.150-0.152-0.042-0.1390.100-0.172-0.080-0.145-0.349-0.313-0.220-0.255-0.234-0.272-0.509-0.488-0.392-0.030-0.167-0.015-0.012-0.204-0.021-0.087-0.063-0.023-0.163-0.078-0.017-0.1530.013-0.135-0.082-0.079-0.067-0.133-0.054-0.050-0.113-0.165-0.113-0.208-0.017-0.144-0.045-0.158-0.144-0.075-0.089-0.114-0.228-0.142-0.390-0.126-0.211-0.215-0.245-0.006-0.046-0.214-0.048-0.233-0.2860.000-0.203-0.408-0.067-0.195-0.076-0.190-0.2860.000-0.070
scaled_1p250.0240.037-0.0060.0460.0380.030-0.068-0.0450.0490.0250.0050.1610.033-0.017-0.0140.1300.0570.031-0.0380.0170.039-0.0320.0990.063-0.0060.0590.0080.0890.0470.1680.082-0.0630.0590.0340.019-0.0170.0680.1500.073-0.0030.067-0.010-0.0610.0360.003-0.0030.086-0.0460.0050.0850.1020.0750.1550.0530.1030.0640.008-0.006-0.0180.1070.0310.0180.0810.1340.009-0.023-0.0020.0210.100-0.0240.0000.039-0.0850.0340.0900.006-0.1160.0070.0000.055
scaled_0p75-0.098-0.082-0.073-0.053-0.031-0.085-0.054-0.077-0.068-0.055-0.0630.047-0.081-0.077-0.046-0.072-0.105-0.079-0.139-0.065-0.075-0.108-0.040-0.143-0.025-0.120-0.009-0.002-0.094-0.048-0.011-0.063-0.023-0.101-0.060-0.017-0.0620.020-0.132-0.051-0.043-0.074-0.106-0.027-0.050-0.073-0.072-0.074-0.120-0.060-0.120-0.028-0.073-0.133-0.007-0.050-0.0760.003-0.119-0.035-0.033-0.082-0.0360.014-0.006-0.035-0.086-0.038-0.122-0.0700.000-0.098-0.134-0.028-0.050-0.0600.032-0.1290.0000.055
scaled_0p5-0.162-0.102-0.099-0.126-0.202-0.138-0.166-0.081-0.116-0.070-0.170-0.164-0.217-0.083-0.101-0.153-0.199-0.164-0.180-0.113-0.210-0.316-0.144-0.258-0.030-0.146-0.015-0.012-0.146-0.048-0.060-0.063-0.023-0.132-0.078-0.017-0.148-0.064-0.159-0.071-0.063-0.092-0.133-0.054-0.050-0.102-0.132-0.090-0.135-0.124-0.178-0.086-0.098-0.128-0.109-0.061-0.106-0.122-0.157-0.093-0.082-0.245-0.196-0.097-0.038-0.035-0.204-0.027-0.150-0.1760.000-0.153-0.191-0.051-0.130-0.081-0.079-0.2500.0000.055
scaled_(1p25, 1p0)0.0090.016-0.0130.0290.092-0.000-0.001-0.0290.0440.0060.0210.144-0.036-0.004-0.0260.1520.0540.025-0.080-0.0030.0060.0590.0800.0340.025-0.0300.0030.0250.0200.0470.032-0.0630.0180.042-0.025-0.017-0.0050.1520.041-0.0070.045-0.008-0.0430.020-0.0010.0050.023-0.068-0.0800.0610.0460.0380.1070.0270.1150.074-0.0140.026-0.0190.1340.0260.0400.0890.1500.040-0.035-0.033-0.0110.1000.0170.0000.039-0.0570.0240.042-0.041-0.134-0.0470.0000.055
scaled_(0p75, 1p0)-0.061-0.035-0.057-0.0460.008-0.046-0.025-0.040-0.013-0.044-0.0350.100-0.070-0.053-0.048-0.073-0.088-0.050-0.117-0.072-0.053-0.0930.005-0.163-0.014-0.068-0.004-0.002-0.074-0.0480.006-0.063-0.006-0.053-0.060-0.017-0.0110.061-0.036-0.030-0.002-0.045-0.093-0.023-0.039-0.050-0.052-0.067-0.106-0.041-0.061-0.014-0.049-0.0390.027-0.021-0.0530.007-0.082-0.044-0.042-0.0180.0140.021-0.006-0.035-0.096-0.0270.058-0.0970.000-0.096-0.153-0.025-0.017-0.019-0.023-0.0620.0000.055
scaled_(1p0, 1p25)0.0130.0200.0010.0080.0320.027-0.029-0.0180.0190.0150.0240.1790.010-0.030-0.0260.1070.016-0.022-0.061-0.023-0.036-0.0770.1090.027-0.0090.0490.0140.0250.0060.0330.030-0.0150.0260.009-0.025-0.0170.0580.1590.021-0.0060.057-0.025-0.0440.011-0.028-0.0000.000-0.028-0.0140.0880.0450.0390.0180.0210.0610.0330.0060.032-0.023-0.0260.0260.0560.0300.109-0.006-0.0350.0190.0310.1830.0050.0000.032-0.1310.0000.0630.0320.032-0.0650.0000.055
scaled_(1p0, 0p75)-0.047-0.042-0.0280.002-0.011-0.0220.037-0.042-0.023-0.042-0.0210.152-0.081-0.024-0.045-0.002-0.067-0.031-0.078-0.026-0.0530.0140.028-0.051-0.003-0.1240.0020.006-0.064-0.021-0.010-0.063-0.006-0.049-0.060-0.017-0.0350.080-0.052-0.033-0.004-0.046-0.059-0.010-0.028-0.024-0.049-0.062-0.089-0.021-0.053-0.0050.023-0.0830.027-0.046-0.0390.062-0.1010.031-0.019-0.027-0.0290.107-0.006-0.023-0.037-0.032-0.067-0.0200.000-0.032-0.091-0.016-0.012-0.0090.032-0.0940.0000.055
translate_(0p1, 0p1)-0.070-0.058-0.060-0.0300.032-0.085-0.034-0.061-0.028-0.043-0.0360.047-0.066-0.050-0.047-0.066-0.053-0.067-0.092-0.049-0.073-0.0770.009-0.106-0.021-0.037-0.009-0.002-0.077-0.0480.010-0.063-0.006-0.075-0.078-0.017-0.0320.068-0.092-0.049-0.018-0.059-0.068-0.016-0.028-0.047-0.036-0.077-0.109-0.050-0.053-0.002-0.004-0.0760.014-0.031-0.0580.018-0.111-0.009-0.023-0.0180.0110.019-0.006-0.035-0.088-0.0270.017-0.0120.000-0.090-0.125-0.026-0.039-0.022-0.134-0.0730.0000.055
translate_(0p1, -0p1)-0.030-0.019-0.0330.023-0.013-0.055-0.025-0.0470.012-0.0120.0010.231-0.066-0.032-0.0470.069-0.033-0.034-0.092-0.038-0.052-0.0550.051-0.0750.0090.028-0.004-0.002-0.0310.0060.024-0.063-0.006-0.005-0.025-0.0170.0460.119-0.016-0.0210.005-0.036-0.0410.011-0.016-0.005-0.020-0.087-0.0520.033-0.0020.0230.000-0.0020.0520.003-0.037-0.003-0.0380.0110.0090.0050.0330.0720.025-0.0230.005-0.0040.1000.0110.0000.027-0.112-0.0140.017-0.032-0.079-0.0230.0000.055
translate_(-0p1, 0p1)-0.017-0.024-0.034-0.0060.0200.0070.033-0.0360.007-0.031-0.0080.205-0.058-0.018-0.0220.027-0.007-0.015-0.0570.029-0.0190.0060.0880.030-0.023-0.0480.0140.052-0.0190.0060.007-0.0630.026-0.005-0.060-0.0170.0420.119-0.031-0.0180.017-0.039-0.0900.010-0.006-0.0120.000-0.036-0.0590.0310.0200.0240.072-0.0360.0730.028-0.0380.017-0.0450.0080.0030.066-0.0020.097-0.006-0.035-0.064-0.0200.100-0.0540.000-0.021-0.0980.005-0.001-0.040-0.023-0.0320.0000.055
translate_(-0p1, -0p1)0.0210.015-0.0010.0570.0200.0420.035-0.0340.0500.0270.0620.2840.0100.022-0.0180.1760.0220.046-0.0300.0380.0330.0360.1200.0580.0220.0430.0110.0730.0520.1680.038-0.0150.0590.0420.019-0.0170.0850.1980.069-0.0010.047-0.018-0.0650.0390.0070.0250.035-0.044-0.0190.1050.0880.0800.1270.0520.0950.0600.005-0.024-0.0410.0530.0570.1230.0970.1180.040-0.0230.0430.0170.1000.0190.0000.056-0.0680.0280.106-0.002-0.0790.0040.0000.055
translate_(0p1, 0)-0.043-0.025-0.052-0.0130.058-0.069-0.040-0.065-0.013-0.034-0.0600.100-0.066-0.031-0.053-0.039-0.074-0.041-0.117-0.029-0.042-0.0170.056-0.083-0.021-0.063-0.0040.009-0.057-0.0480.004-0.063-0.006-0.004-0.060-0.0170.0010.111-0.029-0.0310.010-0.039-0.050-0.011-0.013-0.020-0.023-0.069-0.104-0.034-0.027-0.0090.010-0.0190.044-0.037-0.0380.017-0.0680.014-0.0230.0180.0350.034-0.006-0.035-0.053-0.0150.1000.0330.000-0.049-0.125-0.018-0.005-0.018-0.134-0.0300.0000.055
translate_(-0p1, 0)0.0120.007-0.010-0.0090.0600.0190.004-0.0310.043-0.0050.0520.144-0.0360.001-0.0230.1460.0020.036-0.0670.0560.0150.0360.0880.0690.0050.0230.0200.0520.0070.0330.029-0.0630.0180.055-0.043-0.0170.0350.1530.0320.0150.040-0.004-0.0660.039-0.0010.0310.014-0.062-0.0400.0620.0620.0400.1050.0020.1390.059-0.0070.021-0.0000.1010.0250.0910.0720.1380.040-0.035-0.0020.0050.1000.0090.0000.010-0.0460.0220.063-0.017-0.079-0.0250.0000.055
translate_(0, 0p1)-0.028-0.029-0.033-0.0290.040-0.003-0.030-0.029-0.005-0.036-0.0270.205-0.036-0.034-0.0410.017-0.023-0.023-0.065-0.018-0.067-0.0090.043-0.092-0.016-0.053-0.001-0.002-0.042-0.0210.003-0.063-0.006-0.056-0.078-0.017-0.0020.081-0.036-0.0190.010-0.039-0.048-0.005-0.005-0.016-0.015-0.056-0.0740.010-0.0130.0150.047-0.0370.0270.006-0.0150.042-0.0630.044-0.008-0.014-0.0130.064-0.006-0.029-0.049-0.0110.017-0.0060.000-0.036-0.107-0.014-0.012-0.0090.032-0.0270.0000.055
translate_(0, -0p1)0.0110.0250.0080.0200.032-0.0030.007-0.0200.0260.0160.0330.205-0.036-0.015-0.0200.136-0.0170.008-0.0530.0010.0020.0820.1060.0190.0150.0560.0050.0090.0340.0330.004-0.0150.0260.026-0.025-0.0170.0550.1450.0270.0010.055-0.007-0.0510.018-0.0030.0260.008-0.0670.0050.1120.0250.0350.0720.0140.0520.0430.0040.0290.0110.0370.0350.0500.0280.1090.025-0.0230.049-0.0040.183-0.0230.0000.066-0.0780.0100.0740.021-0.023-0.0210.0000.055
rotated_30.0080.0070.0080.0160.0600.005-0.013-0.0170.045-0.0050.0330.192-0.0810.003-0.0400.087-0.033-0.020-0.0630.027-0.013-0.0770.0900.002-0.009-0.0160.0140.020-0.009-0.0210.010-0.0150.026-0.004-0.078-0.0170.0610.1580.0430.0020.033-0.006-0.0380.022-0.0050.004-0.013-0.038-0.0990.0620.0070.0160.1040.0160.0950.059-0.0050.053-0.0290.0790.0340.0580.0550.0790.025-0.001-0.0050.0120.1000.0090.0000.002-0.0640.0070.0360.024-0.079-0.0360.0000.055
rotated_50.0110.0110.0120.0180.0920.004-0.023-0.0280.0310.0060.0100.192-0.058-0.002-0.0310.135-0.007-0.004-0.0750.021-0.007-0.0320.0870.020-0.009-0.0070.0170.025-0.0150.0060.0740.0320.026-0.019-0.060-0.0170.0540.1310.024-0.0060.0590.001-0.018-0.007-0.0050.006-0.009-0.060-0.0320.0370.0260.0160.0730.0070.0870.091-0.0060.070-0.0200.0430.0530.0010.0750.1190.009-0.0180.0050.0100.1830.0200.0000.026-0.055-0.0020.020-0.001-0.097-0.0140.0000.055
rotated_100.0160.0200.0070.0560.020-0.0100.002-0.0170.0260.0080.0220.144-0.104-0.027-0.0440.1140.011-0.022-0.0650.013-0.026-0.0320.0880.027-0.011-0.021-0.0010.073-0.0160.0330.1050.0800.0260.035-0.078-0.0170.0460.150-0.004-0.0100.039-0.011-0.0250.003-0.003-0.016-0.008-0.021-0.0290.0690.0410.0210.1180.0590.0670.1240.0060.028-0.0520.0680.0430.0080.0630.148-0.006-0.0230.0280.0210.1420.0130.0000.061-0.0620.0070.053-0.016-0.097-0.0150.0000.055
rotated_45-0.006-0.002-0.022-0.007-0.230-0.117-0.265-0.100-0.138-0.028-0.0650.170-0.263-0.074-0.0750.073-0.002-0.146-0.074-0.121-0.142-0.1000.071-0.026-0.016-0.1290.0050.062-0.0490.0600.0660.1040.010-0.0220.045-0.0170.0220.0750.028-0.041-0.038-0.0360.007-0.013-0.009-0.0240.026-0.0360.0210.1170.0400.0330.0560.0250.059-0.024-0.072-0.194-0.110-0.183-0.0200.043-0.0500.0700.0250.0100.0070.064-0.206-0.1990.000-0.082-0.325-0.0010.047-0.089-0.134-0.0910.0000.055
rotated_60-0.0430.000-0.076-0.021-0.325-0.186-0.438-0.130-0.140-0.049-0.2320.100-0.308-0.098-0.0800.072-0.032-0.164-0.192-0.161-0.240-0.1460.007-0.0550.001-0.134-0.0070.009-0.0920.0740.0190.0090.002-0.0760.010-0.017-0.0440.001-0.013-0.063-0.054-0.058-0.001-0.028-0.018-0.0370.036-0.0650.0070.0990.0430.0860.0040.0720.015-0.027-0.086-0.243-0.127-0.255-0.037-0.110-0.092-0.0400.0250.027-0.1160.069-0.233-0.2730.000-0.115-0.370-0.0090.004-0.101-0.190-0.1220.0000.055
rotated_90-0.107-0.046-0.120-0.144-0.408-0.217-0.338-0.157-0.155-0.071-0.2320.047-0.308-0.129-0.075-0.021-0.221-0.243-0.224-0.200-0.324-0.312-0.061-0.153-0.023-0.167-0.009-0.012-0.1240.020-0.054-0.063-0.023-0.074-0.043-0.017-0.096-0.058-0.086-0.072-0.070-0.087-0.108-0.034-0.026-0.047-0.034-0.053-0.0970.0950.0050.033-0.0170.0200.027-0.078-0.103-0.243-0.112-0.250-0.116-0.213-0.166-0.207-0.006-0.023-0.175-0.008-0.233-0.2510.000-0.182-0.323-0.029-0.023-0.101-0.134-0.1730.0000.055
flipH-0.005-0.0110.0030.0010.0760.019-0.020-0.0130.017-0.0200.0360.152-0.024-0.013-0.0240.049-0.0070.013-0.0460.0380.0020.0140.0470.079-0.003-0.0090.0230.009-0.0400.006-0.009-0.0150.043-0.046-0.0160.0020.0000.139-0.0190.0030.0080.017-0.0700.0130.0020.008-0.029-0.067-0.0240.0660.0000.057-0.069-0.0230.082-0.0090.0010.016-0.0150.0500.0170.0000.1460.073-0.006-0.0010.0150.0260.038-0.0890.000-0.013-0.0690.0280.010-0.0190.088-0.0170.0000.055
flipV-0.089-0.030-0.096-0.081-0.070-0.118-0.081-0.129-0.119-0.0470.0180.126-0.263-0.074-0.0540.002-0.211-0.123-0.255-0.200-0.267-0.5550.034-0.101-0.016-0.200-0.0150.020-0.1220.033-0.0250.056-0.006-0.004-0.078-0.017-0.0900.023-0.052-0.059-0.041-0.060-0.046-0.005-0.026-0.042-0.033-0.064-0.0850.0400.0180.016-0.0750.057-0.075-0.068-0.095-0.243-0.152-0.240-0.060-0.271-0.120-0.0530.025-0.046-0.047-0.0140.058-0.1160.000-0.125-0.176-0.026-0.012-0.068-0.079-0.2080.0000.055
dropout-0.018-0.041-0.024-0.025-0.246-0.156-0.070-0.006-0.068-0.020-0.0000.073-0.195-0.055-0.099-0.187-0.264-0.105-0.180-0.115-0.200-0.327-0.028-0.109-0.023-0.036-0.001-0.002-0.084-0.048-0.046-0.063-0.023-0.133-0.078-0.017-0.0550.024-0.098-0.039-0.045-0.052-0.079-0.026-0.0200.006-0.102-0.090-0.166-0.025-0.020-0.050-0.117-0.149-0.100-0.068-0.066-0.085-0.089-0.182-0.035-0.235-0.161-0.054-0.006-0.046-0.106-0.043-0.150-0.1780.000-0.146-0.354-0.043-0.071-0.039-0.023-0.2760.000-0.070
Recall for model e2e_faster_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_1-0.002-0.0340.0010.0000.023-0.0110.020-0.0110.009-0.0210.0240.166-0.071-0.016-0.042-0.001-0.043-0.000-0.0760.004-0.029-0.0980.071-0.044-0.007-0.0480.0050.002-0.048-0.0210.006-0.0150.0300.029-0.033-0.0240.0180.142-0.001-0.0030.021-0.006-0.0170.027-0.0180.014-0.020-0.055-0.0540.0390.006-0.0070.025-0.0200.113-0.0120.0070.110-0.031-0.0020.0070.0090.0280.095-0.011-0.0160.031-0.0130.0670.0530.0000.0160.010-0.005-0.002-0.016-0.065-0.0450.0000.055
gaussianblur_10-0.153-0.152-0.105-0.257-0.532-0.291-0.496-0.186-0.166-0.071-0.358-0.308-0.275-0.131-0.135-0.449-0.408-0.261-0.276-0.231-0.452-0.576-0.486-0.575-0.032-0.232-0.023-0.009-0.224-0.048-0.103-0.063-0.019-0.174-0.103-0.024-0.164-0.128-0.162-0.085-0.071-0.096-0.133-0.045-0.059-0.089-0.161-0.084-0.1930.004-0.213-0.078-0.119-0.196-0.124-0.086-0.116-0.266-0.171-0.345-0.132-0.525-0.190-0.168-0.011-0.049-0.224-0.056-0.141-0.2590.000-0.188-0.397-0.067-0.174-0.110-0.231-0.4080.000-0.070
gaussianblur_20-0.227-0.152-0.122-0.265-0.556-0.326-0.551-0.193-0.166-0.076-0.385-0.413-0.321-0.131-0.150-0.463-0.408-0.311-0.276-0.246-0.483-0.667-0.486-0.591-0.032-0.256-0.023-0.009-0.224-0.048-0.103-0.063-0.019-0.185-0.103-0.024-0.164-0.128-0.162-0.091-0.080-0.099-0.133-0.053-0.059-0.133-0.171-0.115-0.214-0.115-0.219-0.106-0.132-0.236-0.209-0.156-0.119-0.266-0.181-0.405-0.149-0.534-0.333-0.277-0.042-0.049-0.224-0.056-0.224-0.2590.000-0.196-0.397-0.067-0.206-0.123-0.231-0.4080.000-0.070
superpixels_0p1-0.044-0.136-0.074-0.147-0.334-0.203-0.107-0.052-0.105-0.029-0.0380.087-0.253-0.090-0.110-0.259-0.266-0.197-0.176-0.172-0.302-0.348-0.231-0.294-0.032-0.114-0.023-0.009-0.123-0.048-0.103-0.063-0.003-0.094-0.103-0.024-0.164-0.090-0.119-0.049-0.063-0.065-0.120-0.033-0.059-0.106-0.113-0.094-0.182-0.047-0.051-0.009-0.011-0.073-0.006-0.007-0.095-0.095-0.115-0.285-0.054-0.127-0.076-0.118-0.011-0.049-0.096-0.0400.026-0.0690.000-0.088-0.021-0.046-0.093-0.086-0.231-0.1980.000-0.070
superpixels_0p5-0.151-0.143-0.105-0.197-0.401-0.296-0.363-0.127-0.151-0.050-0.2190.008-0.230-0.117-0.128-0.421-0.386-0.285-0.276-0.236-0.429-0.508-0.389-0.491-0.032-0.183-0.023-0.009-0.198-0.048-0.103-0.063-0.019-0.141-0.103-0.024-0.164-0.128-0.162-0.082-0.080-0.085-0.133-0.053-0.059-0.135-0.177-0.095-0.214-0.100-0.154-0.041-0.132-0.211-0.107-0.024-0.114-0.208-0.161-0.395-0.133-0.380-0.143-0.257-0.042-0.049-0.194-0.056-0.099-0.2300.000-0.196-0.158-0.059-0.163-0.110-0.231-0.2770.000-0.070
superpixels_0p85-0.243-0.152-0.121-0.257-0.532-0.326-0.524-0.193-0.166-0.065-0.3580.060-0.321-0.123-0.140-0.463-0.408-0.298-0.276-0.246-0.483-0.667-0.465-0.591-0.032-0.212-0.023-0.009-0.224-0.048-0.103-0.063-0.019-0.160-0.103-0.024-0.164-0.128-0.162-0.088-0.080-0.096-0.133-0.053-0.059-0.145-0.188-0.115-0.214-0.115-0.206-0.090-0.132-0.236-0.209-0.128-0.117-0.266-0.141-0.405-0.149-0.496-0.232-0.277-0.042-0.049-0.224-0.056-0.224-0.2590.000-0.196-0.357-0.067-0.206-0.123-0.231-0.4080.000-0.070
colorspace_25-0.0170.009-0.010-0.0200.0030.0180.018-0.0310.003-0.029-0.0100.1390.0430.020-0.032-0.034-0.000-0.010-0.088-0.043-0.076-0.0380.073-0.1040.007-0.0110.0020.004-0.053-0.0210.005-0.0150.047-0.006-0.085-0.0240.0020.130-0.015-0.0030.023-0.022-0.0330.012-0.022-0.001-0.090-0.022-0.176-0.023-0.051-0.106-0.057-0.170-0.116-0.021-0.0020.029-0.0160.0140.0070.0440.0420.107-0.011-0.0380.054-0.0290.1090.0230.000-0.016-0.0310.0010.0300.009-0.009-0.0650.000-0.070
colorspace_50-0.024-0.002-0.013-0.035-0.0090.0210.006-0.0120.000-0.0250.0040.139-0.025-0.006-0.037-0.046-0.052-0.022-0.098-0.067-0.099-0.0830.085-0.1160.004-0.025-0.0060.004-0.025-0.021-0.009-0.0630.014-0.010-0.103-0.0240.0020.130-0.054-0.0040.013-0.017-0.040-0.005-0.035-0.007-0.140-0.022-0.203-0.020-0.099-0.106-0.132-0.203-0.133-0.035-0.0110.052-0.0280.0340.0170.0350.0490.143-0.011-0.0380.044-0.0240.0260.0220.000-0.025-0.035-0.0020.0300.015-0.009-0.0950.000-0.070
averageblur_5_11-0.013-0.044-0.025-0.022-0.0880.0480.028-0.054-0.044-0.0290.0450.113-0.025-0.049-0.073-0.067-0.102-0.015-0.101-0.068-0.081-0.2350.009-0.130-0.030-0.0440.0000.002-0.065-0.021-0.014-0.063-0.003-0.083-0.085-0.024-0.0200.108-0.071-0.021-0.000-0.014-0.040-0.026-0.047-0.013-0.065-0.063-0.071-0.007-0.029-0.033-0.0290.0090.028-0.014-0.024-0.036-0.060-0.068-0.002-0.045-0.0230.095-0.011-0.038-0.082-0.0240.0670.0210.000-0.010-0.100-0.024-0.002-0.030-0.065-0.0940.0000.055
medianblur_1-0.012-0.056-0.032-0.025-0.132-0.036-0.006-0.036-0.084-0.0210.0240.166-0.048-0.045-0.071-0.071-0.072-0.062-0.1070.021-0.071-0.1210.031-0.130-0.026-0.024-0.0170.002-0.102-0.0340.006-0.0630.022-0.034-0.103-0.024-0.0290.106-0.020-0.0200.004-0.034-0.0530.011-0.035-0.009-0.088-0.057-0.084-0.006-0.048-0.0020.014-0.0380.0200.011-0.0280.006-0.080-0.0330.0030.048-0.0080.064-0.011-0.016-0.037-0.0240.067-0.0460.000-0.040-0.071-0.0350.009-0.049-0.065-0.0570.0000.055
sharpen_0-0.010-0.0140.002-0.022-0.0150.0060.018-0.014-0.026-0.0180.0170.166-0.0480.004-0.0630.005-0.0750.007-0.132-0.037-0.060-0.1210.071-0.090-0.007-0.037-0.001-0.002-0.009-0.0210.001-0.0630.014-0.071-0.085-0.024-0.0130.1260.005-0.0160.016-0.023-0.0430.012-0.033-0.030-0.036-0.076-0.1550.068-0.008-0.0450.026-0.0750.028-0.0480.0050.107-0.013-0.071-0.011-0.073-0.0230.104-0.011-0.038-0.033-0.0290.109-0.0010.000-0.062-0.056-0.0120.031-0.016-0.009-0.0580.000-0.070
sharpen_1-0.005-0.005-0.002-0.048-0.038-0.0070.025-0.019-0.030-0.0180.0130.218-0.0330.004-0.050-0.051-0.080-0.019-0.138-0.036-0.090-0.1360.069-0.0870.005-0.051-0.003-0.002-0.032-0.0210.004-0.0630.0140.005-0.085-0.0240.0170.1330.007-0.0030.036-0.024-0.0570.021-0.051-0.026-0.088-0.056-0.1340.0710.005-0.0530.007-0.0410.040-0.0380.0060.093-0.008-0.0580.0010.048-0.0170.118-0.011-0.049-0.028-0.0290.1090.0100.000-0.037-0.062-0.0090.0310.003-0.009-0.0380.0000.055
sharpen_2-0.008-0.014-0.000-0.034-0.0090.008-0.008-0.0080.004-0.0180.0170.236-0.071-0.006-0.0530.003-0.072-0.010-0.138-0.077-0.050-0.0910.066-0.0660.005-0.0200.005-0.004-0.021-0.0210.008-0.0630.014-0.032-0.085-0.0240.0010.1170.003-0.0130.015-0.026-0.0490.008-0.030-0.029-0.044-0.063-0.1440.0730.016-0.0500.007-0.0580.020-0.034-0.0020.092-0.014-0.087-0.0030.006-0.0040.132-0.011-0.038-0.000-0.0290.109-0.0370.000-0.021-0.035-0.0090.0090.007-0.009-0.0440.0000.055
addintensity_-80-0.022-0.024-0.013-0.0270.015-0.0170.044-0.070-0.022-0.0340.0380.113-0.116-0.040-0.047-0.063-0.080-0.043-0.099-0.042-0.145-0.2050.033-0.051-0.019-0.0210.0000.007-0.097-0.0210.013-0.0630.0140.018-0.068-0.024-0.0230.1020.013-0.040-0.008-0.038-0.030-0.008-0.0350.018-0.020-0.045-0.125-0.045-0.004-0.0350.085-0.0130.045-0.028-0.0450.024-0.053-0.010-0.014-0.0450.0070.052-0.011-0.027-0.011-0.0340.026-0.0640.000-0.028-0.120-0.009-0.005-0.022-0.065-0.0950.0000.055
addintensity_80-0.005-0.005-0.003-0.025-0.0260.0100.036-0.0520.001-0.010-0.0330.113-0.025-0.023-0.051-0.0080.0070.024-0.122-0.014-0.034-0.0530.082-0.0590.004-0.065-0.0070.007-0.048-0.021-0.001-0.0630.014-0.020-0.085-0.0040.0010.1230.027-0.0090.036-0.027-0.031-0.001-0.018-0.0080.002-0.026-0.0920.0700.001-0.0470.0000.0010.083-0.0320.0040.054-0.0240.011-0.0030.0110.0130.119-0.011-0.0270.005-0.0180.0670.0160.000-0.015-0.008-0.0130.031-0.003-0.065-0.0660.3330.055
elementrandomintensity_1-0.024-0.092-0.032-0.093-0.292-0.135-0.198-0.099-0.123-0.039-0.0380.126-0.184-0.071-0.127-0.254-0.159-0.060-0.169-0.155-0.329-0.212-0.040-0.161-0.032-0.058-0.0080.002-0.172-0.048-0.056-0.063-0.019-0.080-0.103-0.024-0.0780.051-0.083-0.076-0.034-0.054-0.093-0.045-0.035-0.074-0.147-0.099-0.214-0.124-0.054-0.102-0.069-0.147-0.074-0.072-0.087-0.128-0.112-0.265-0.050-0.217-0.143-0.123-0.011-0.049-0.185-0.056-0.141-0.1990.000-0.109-0.316-0.063-0.147-0.065-0.120-0.1060.000-0.070
multiplyintensity_0p25-0.015-0.025-0.021-0.0420.0030.0340.002-0.047-0.031-0.0290.0310.113-0.139-0.026-0.061-0.011-0.013-0.015-0.107-0.028-0.107-0.1360.050-0.0330.004-0.091-0.0110.002-0.052-0.021-0.006-0.063-0.003-0.028-0.068-0.0240.0170.0930.012-0.0350.004-0.033-0.047-0.012-0.030-0.007-0.062-0.084-0.1510.024-0.074-0.0670.007-0.0350.028-0.083-0.0330.0740.001-0.034-0.010-0.0020.0380.108-0.011-0.0380.080-0.0290.0670.0020.000-0.031-0.114-0.0200.020-0.012-0.065-0.1220.0000.055
multiplyintensity_2-0.000-0.008-0.0130.005-0.0090.017-0.046-0.027-0.021-0.018-0.0310.1130.020-0.030-0.049-0.041-0.040-0.012-0.138-0.047-0.068-0.0530.092-0.0270.003-0.0620.0140.023-0.065-0.021-0.014-0.063-0.003-0.021-0.068-0.0240.0000.110-0.034-0.0060.010-0.021-0.0360.021-0.041-0.025-0.040-0.030-0.0570.001-0.021-0.0660.062-0.0070.0030.0090.0010.072-0.042-0.0450.013-0.0470.0240.1300.004-0.027-0.019-0.013-0.0580.0500.000-0.027-0.051-0.0030.031-0.007-0.120-0.1130.0000.055
contrastnormalization_0-0.008-0.015-0.004-0.044-0.0210.0120.064-0.0350.006-0.021-0.0110.166-0.0710.004-0.041-0.056-0.065-0.023-0.087-0.048-0.026-0.1440.075-0.106-0.002-0.044-0.0110.012-0.057-0.021-0.009-0.0150.0140.004-0.085-0.0240.0030.1300.013-0.0030.044-0.017-0.017-0.004-0.0330.002-0.025-0.030-0.1040.053-0.002-0.0260.031-0.0440.087-0.003-0.0010.055-0.016-0.0050.0070.0030.0200.134-0.011-0.0330.054-0.0340.109-0.0440.000-0.016-0.0400.0050.0310.003-0.065-0.0680.0000.055
contrastnormalization_1-0.008-0.045-0.007-0.0370.003-0.0040.030-0.0400.004-0.026-0.0010.218-0.003-0.002-0.0380.019-0.050-0.029-0.091-0.039-0.030-0.0530.075-0.0220.003-0.051-0.0080.012-0.027-0.021-0.034-0.0150.0300.020-0.068-0.004-0.0130.1480.002-0.0050.035-0.008-0.0220.0170.0040.009-0.023-0.068-0.0510.0350.002-0.0130.043-0.0120.0790.0040.0020.056-0.046-0.030-0.0030.0150.0530.107-0.011-0.0270.032-0.0130.0260.0260.000-0.005-0.0600.0060.009-0.010-0.065-0.0500.0000.055
contrastnormalization_2-0.003-0.011-0.003-0.030-0.009-0.001-0.005-0.039-0.009-0.013-0.0000.205-0.0480.008-0.0460.003-0.020-0.021-0.076-0.024-0.073-0.0530.096-0.0330.005-0.033-0.0070.002-0.033-0.021-0.016-0.0630.014-0.004-0.033-0.0240.0170.1560.0110.0010.027-0.007-0.023-0.012-0.0210.016-0.033-0.048-0.1230.042-0.009-0.0140.031-0.0380.0790.0110.0040.082-0.019-0.0240.0030.0030.0190.094-0.011-0.0380.072-0.0110.067-0.0200.0000.005-0.004-0.0060.0410.017-0.065-0.0560.0000.055
elastic_1-0.067-0.152-0.063-0.252-0.556-0.238-0.446-0.169-0.158-0.050-0.1080.008-0.184-0.092-0.143-0.120-0.276-0.160-0.219-0.226-0.253-0.348-0.455-0.408-0.032-0.160-0.023-0.009-0.213-0.021-0.095-0.063-0.019-0.152-0.103-0.024-0.1640.012-0.138-0.084-0.071-0.078-0.133-0.045-0.047-0.106-0.151-0.107-0.2140.001-0.117-0.038-0.119-0.100-0.040-0.100-0.110-0.234-0.161-0.365-0.122-0.294-0.131-0.196-0.011-0.049-0.224-0.045-0.224-0.2590.000-0.160-0.397-0.067-0.206-0.092-0.120-0.2620.000-0.070
scaled_1p250.021-0.012-0.0020.0310.0390.022-0.026-0.0380.0410.0160.0220.2710.043-0.017-0.0190.1470.0770.043-0.0380.031-0.000-0.0300.1050.0640.0110.0180.0000.0960.0260.1680.108-0.0630.0630.0430.003-0.0240.0520.1750.074-0.0030.094-0.006-0.0200.0320.0000.0060.082-0.0300.0880.0830.1000.0750.1330.0880.0870.0760.0070.063-0.0130.0310.0350.0270.0600.1400.036-0.0270.0120.0210.1090.0520.0000.046-0.0010.0270.095-0.008-0.1200.0260.0000.055
scaled_0p75-0.094-0.064-0.077-0.078-0.120-0.100-0.016-0.087-0.092-0.064-0.0770.113-0.078-0.053-0.051-0.120-0.069-0.092-0.129-0.048-0.092-0.106-0.002-0.177-0.026-0.116-0.017-0.009-0.105-0.048-0.024-0.063-0.019-0.080-0.076-0.024-0.080-0.008-0.118-0.056-0.042-0.070-0.093-0.029-0.056-0.096-0.065-0.053-0.097-0.060-0.136-0.036-0.025-0.125-0.023-0.038-0.065-0.016-0.109-0.040-0.046-0.121-0.0610.035-0.011-0.038-0.086-0.045-0.099-0.0440.000-0.100-0.073-0.025-0.061-0.064-0.083-0.1180.0000.055
scaled_0p5-0.162-0.106-0.103-0.125-0.234-0.155-0.140-0.093-0.134-0.068-0.189-0.150-0.283-0.071-0.113-0.151-0.202-0.144-0.182-0.121-0.218-0.326-0.163-0.291-0.032-0.142-0.023-0.009-0.169-0.048-0.078-0.063-0.019-0.125-0.103-0.024-0.158-0.068-0.156-0.080-0.071-0.092-0.133-0.053-0.059-0.100-0.116-0.091-0.137-0.110-0.187-0.090-0.075-0.128-0.107-0.031-0.107-0.121-0.151-0.076-0.087-0.284-0.217-0.139-0.042-0.049-0.214-0.040-0.058-0.1970.000-0.129-0.190-0.052-0.141-0.102-0.120-0.2410.000-0.008
scaled_(1p25, 1p0)0.0130.018-0.0210.0140.0930.0250.040-0.0170.052-0.0100.0060.148-0.003-0.012-0.0300.1290.0020.001-0.0820.0220.0010.0380.0760.0270.005-0.0130.0000.060-0.0210.0600.055-0.0630.0300.019-0.050-0.0040.0160.1520.031-0.0020.042-0.012-0.0410.037-0.0080.0080.026-0.040-0.0440.0620.0480.0350.1060.0340.0790.064-0.0090.077-0.0530.0700.043-0.0150.0490.1400.004-0.027-0.0510.0020.1090.0490.0000.067-0.0230.0290.036-0.044-0.120-0.0440.0000.055
scaled_(0p75, 1p0)-0.063-0.033-0.058-0.049-0.036-0.037-0.002-0.070-0.034-0.048-0.0650.113-0.078-0.046-0.042-0.098-0.110-0.032-0.126-0.039-0.070-0.1520.040-0.175-0.025-0.052-0.0110.007-0.093-0.048-0.039-0.063-0.003-0.045-0.085-0.024-0.0410.064-0.041-0.026-0.006-0.051-0.069-0.012-0.050-0.054-0.042-0.076-0.087-0.048-0.085-0.0250.003-0.0380.011-0.049-0.0500.024-0.045-0.103-0.038-0.0850.0030.053-0.011-0.038-0.037-0.034-0.016-0.0480.000-0.073-0.047-0.020-0.039-0.020-0.083-0.1380.0000.055
scaled_(1p0, 1p25)0.0130.0020.007-0.0020.0450.016-0.014-0.0270.0140.0160.0230.157-0.0250.006-0.0170.103-0.0030.024-0.069-0.016-0.043-0.0680.1290.000-0.0070.042-0.0040.023-0.0170.0330.013-0.0150.0300.039-0.050-0.0240.0240.1450.031-0.0100.053-0.019-0.0570.0110.005-0.0040.041-0.0380.0350.1030.0240.0220.0710.0300.0620.0620.0070.034-0.039-0.0470.0080.0120.0680.111-0.011-0.0380.0670.0080.1920.0360.0000.0450.0150.0030.0630.022-0.009-0.0610.0000.055
scaled_(1p0, 0p75)-0.038-0.037-0.038-0.0210.003-0.0010.005-0.047-0.049-0.050-0.0400.113-0.094-0.017-0.047-0.010-0.031-0.024-0.103-0.023-0.0760.0380.019-0.069-0.019-0.111-0.0170.002-0.077-0.021-0.026-0.063-0.003-0.038-0.068-0.024-0.0600.054-0.058-0.0440.013-0.038-0.027-0.008-0.032-0.029-0.056-0.027-0.061-0.019-0.068-0.0410.039-0.085-0.011-0.031-0.0290.033-0.094-0.001-0.019-0.0950.0040.079-0.011-0.027-0.018-0.029-0.058-0.0730.000-0.017-0.016-0.009-0.023-0.018-0.065-0.0910.0000.055
translate_(0p1, 0p1)-0.063-0.074-0.061-0.047-0.017-0.057-0.045-0.081-0.058-0.053-0.0440.113-0.082-0.037-0.047-0.086-0.067-0.048-0.112-0.046-0.074-0.0830.035-0.111-0.026-0.116-0.0110.002-0.080-0.048-0.023-0.063-0.003-0.056-0.050-0.024-0.0260.038-0.050-0.052-0.026-0.061-0.073-0.016-0.044-0.042-0.042-0.045-0.104-0.046-0.068-0.0320.027-0.066-0.002-0.040-0.0470.033-0.113-0.069-0.032-0.050-0.0150.043-0.011-0.038-0.096-0.0340.026-0.0040.000-0.060-0.050-0.018-0.045-0.012-0.120-0.0610.0000.055
translate_(0p1, -0p1)-0.028-0.022-0.0330.0190.071-0.041-0.025-0.0390.020-0.016-0.0080.245-0.0820.003-0.040-0.006-0.010-0.022-0.090-0.036-0.067-0.0610.092-0.068-0.0140.012-0.0110.012-0.0260.006-0.001-0.015-0.003-0.002-0.068-0.0240.0110.138-0.002-0.0160.021-0.042-0.040-0.004-0.0210.002-0.015-0.083-0.0230.0300.009-0.0080.019-0.0020.062-0.021-0.0290.052-0.019-0.0190.015-0.0040.0140.075-0.011-0.027-0.026-0.0020.0670.0040.000-0.026-0.002-0.012-0.0020.008-0.120-0.0640.0000.055
translate_(-0p1, 0p1)-0.014-0.057-0.038-0.0180.019-0.0020.028-0.034-0.001-0.042-0.0010.166-0.071-0.016-0.0190.0210.0110.011-0.0670.026-0.0460.0300.082-0.001-0.010-0.0790.0060.055-0.0290.0060.002-0.0630.0300.004-0.068-0.0240.0090.131-0.019-0.0200.043-0.023-0.0600.0110.022-0.0200.011-0.027-0.0160.0180.0030.0010.098-0.0540.0310.031-0.0160.035-0.061-0.040-0.0110.0190.0120.106-0.011-0.027-0.054-0.0040.1090.0280.0000.014-0.0270.0130.009-0.024-0.009-0.0040.0000.055
translate_(-0p1, -0p1)0.023-0.000-0.0030.0370.0390.0250.051-0.0230.0370.0160.0410.315-0.0030.044-0.0160.1340.0640.053-0.0440.0570.009-0.0080.1440.063-0.0060.0350.0060.0760.0230.1410.0230.0320.0630.034-0.033-0.0040.0340.1970.096-0.0020.060-0.004-0.0560.0100.0220.0140.030-0.0310.0850.0760.0780.0680.1610.0370.0870.0620.0160.034-0.0070.0700.0480.0860.0980.1330.051-0.0440.0280.0300.0670.0390.0000.0780.0110.0220.0950.013-0.0090.0120.0000.055
translate_(0p1, 0)-0.043-0.037-0.056-0.0090.039-0.032-0.027-0.074-0.024-0.043-0.0670.218-0.082-0.019-0.047-0.028-0.036-0.034-0.101-0.005-0.065-0.0150.075-0.100-0.013-0.0740.0000.012-0.072-0.021-0.017-0.063-0.003-0.022-0.068-0.024-0.0250.083-0.019-0.0360.010-0.031-0.0290.000-0.032-0.017-0.034-0.056-0.040-0.021-0.025-0.0310.021-0.0450.017-0.006-0.0280.065-0.047-0.030-0.018-0.0520.0140.069-0.011-0.038-0.028-0.0240.0670.0030.000-0.036-0.053-0.013-0.023-0.002-0.120-0.0470.0000.055
translate_(-0p1, 0)0.011-0.001-0.023-0.0020.0750.0300.037-0.0290.028-0.0150.0220.1660.0200.016-0.0210.0760.0500.033-0.0690.0470.0120.0150.0850.0360.014-0.0390.0090.0760.0070.060-0.001-0.0630.0300.022-0.033-0.0240.0080.1560.0670.0010.0530.003-0.0410.0270.0220.0290.024-0.0310.0150.0710.0310.0190.0940.0160.1170.0320.0100.081-0.0100.0560.0250.0580.0820.1400.004-0.038-0.0020.0060.0670.0040.0000.0340.0510.0190.052-0.024-0.009-0.0200.0000.055
translate_(0, 0p1)-0.023-0.052-0.033-0.0350.0510.012-0.007-0.026-0.024-0.047-0.0290.166-0.048-0.043-0.038-0.006-0.010-0.005-0.077-0.020-0.078-0.0680.071-0.050-0.005-0.090-0.0110.002-0.082-0.021-0.014-0.0630.014-0.020-0.050-0.024-0.0290.088-0.039-0.0200.025-0.026-0.0400.011-0.045-0.017-0.030-0.045-0.009-0.010-0.009-0.0040.050-0.0470.028-0.017-0.0150.039-0.078-0.004-0.031-0.0040.0110.048-0.011-0.0160.008-0.0240.0260.0280.000-0.031-0.0470.002-0.0120.025-0.065-0.0320.0000.055
translate_(0, -0p1)0.0130.0160.0110.0260.0390.003-0.0070.0040.0330.0110.0360.2180.0200.010-0.0160.060-0.0180.046-0.063-0.024-0.0240.0380.1230.009-0.0080.045-0.0120.0230.0190.033-0.001-0.0150.0300.045-0.050-0.0240.0380.1800.0540.0020.045-0.009-0.0370.015-0.0150.0210.020-0.0450.0430.0590.0150.0170.0960.0290.0540.0280.0000.041-0.0040.0160.0440.0280.0340.103-0.011-0.0270.0740.0190.1090.0320.0000.0340.0150.0070.0630.028-0.0650.0030.0000.055
rotated_30.007-0.0000.0050.0030.0530.0110.006-0.0270.008-0.010-0.0050.205-0.1160.001-0.0270.076-0.0150.024-0.0720.012-0.0160.0080.129-0.020-0.002-0.0210.0060.028-0.0510.0060.024-0.0150.0470.011-0.050-0.0240.0360.1460.048-0.0050.0460.012-0.0340.023-0.0240.017-0.005-0.0160.0120.0460.0150.0030.0780.0390.0910.0460.0070.0370.0040.0430.0330.0200.0320.1380.004-0.0220.080-0.0240.1920.0330.0000.0390.0370.0100.0200.011-0.0090.0020.0000.055
rotated_50.014-0.0020.0060.0170.0690.017-0.002-0.0200.0280.0000.0240.150-0.124-0.002-0.0240.084-0.005-0.003-0.0650.014-0.024-0.0300.097-0.025-0.009-0.0220.0150.039-0.0520.0060.013-0.0150.0300.010-0.068-0.0240.0290.1340.038-0.0000.0600.004-0.0280.033-0.010-0.0040.011-0.0310.0150.0390.041-0.0010.0490.0310.0710.0460.0120.063-0.0160.0210.0430.0270.0360.1410.0040.0060.059-0.0130.1510.0540.0000.0380.0870.0040.052-0.012-0.065-0.0170.0000.055
rotated_100.0210.0060.0050.0240.0870.0220.019-0.0140.0150.0080.0360.152-0.071-0.011-0.0260.0840.017-0.002-0.0610.030-0.019-0.1060.092-0.011-0.005-0.0360.0040.067-0.0500.0330.0690.0800.0470.020-0.033-0.0240.0120.156-0.000-0.0110.057-0.012-0.0320.032-0.0070.0210.035-0.023-0.0330.0910.0220.0000.1260.0720.0190.1040.0070.091-0.0350.0290.048-0.0010.0200.1390.0200.0060.0710.0190.1090.0100.0000.0570.0320.0020.041-0.004-0.0830.0070.0000.055
rotated_45-0.0080.006-0.0270.021-0.124-0.159-0.181-0.095-0.140-0.043-0.0430.218-0.275-0.115-0.0800.0550.045-0.127-0.107-0.151-0.139-0.0680.108-0.0500.009-0.132-0.0150.060-0.1040.0870.0620.128-0.003-0.0080.029-0.004-0.0100.042-0.004-0.048-0.006-0.0370.030-0.0120.011-0.0060.012-0.0690.0330.0930.0360.0410.0430.0380.0250.032-0.067-0.186-0.100-0.140-0.025-0.044-0.1020.1290.020-0.005-0.0820.030-0.183-0.1080.000-0.081-0.2260.0020.014-0.110-0.083-0.0480.0000.013
rotated_60-0.050-0.013-0.078-0.050-0.211-0.203-0.306-0.137-0.151-0.069-0.1910.271-0.321-0.119-0.0750.0130.010-0.140-0.151-0.164-0.294-0.1210.040-0.094-0.005-0.186-0.0090.044-0.0660.033-0.0180.032-0.019-0.060-0.033-0.024-0.062-0.027-0.042-0.063-0.050-0.048-0.004-0.014-0.025-0.0110.031-0.0760.0740.1000.0460.0590.0620.0610.0030.004-0.086-0.241-0.100-0.245-0.054-0.082-0.125-0.0140.0200.021-0.1060.069-0.224-0.1890.000-0.146-0.340-0.018-0.002-0.110-0.176-0.0860.0000.055
rotated_90-0.110-0.035-0.119-0.163-0.437-0.258-0.333-0.179-0.158-0.076-0.1910.060-0.275-0.127-0.0600.009-0.212-0.210-0.232-0.175-0.353-0.258-0.028-0.152-0.019-0.189-0.014-0.009-0.1210.033-0.037-0.063-0.019-0.047-0.085-0.024-0.117-0.027-0.077-0.079-0.055-0.090-0.076-0.029-0.035-0.043-0.004-0.066-0.1270.095-0.0130.0220.0180.029-0.006-0.054-0.105-0.240-0.100-0.238-0.103-0.159-0.162-0.202-0.011-0.027-0.185-0.025-0.224-0.2360.000-0.181-0.309-0.033-0.023-0.123-0.120-0.1430.0000.055
flipH-0.003-0.0160.0040.0080.0510.0260.043-0.036-0.016-0.0150.0780.166-0.1540.010-0.019-0.0040.0420.009-0.0280.012-0.0110.0000.0720.051-0.016-0.0160.0150.012-0.0300.033-0.006-0.0150.047-0.0370.003-0.004-0.0290.098-0.0300.0100.0050.021-0.0400.026-0.0070.0290.020-0.0450.0330.041-0.0020.009-0.017-0.0380.0660.0030.0130.042-0.0160.0400.0110.0000.1270.045-0.0270.0060.0130.0240.054-0.0700.000-0.0000.0100.0140.028-0.0120.046-0.0180.0000.055
flipV-0.086-0.012-0.105-0.113-0.076-0.134-0.096-0.162-0.143-0.052-0.0100.166-0.275-0.068-0.056-0.012-0.172-0.180-0.251-0.216-0.275-0.508-0.002-0.152-0.012-0.195-0.0110.034-0.1300.033-0.0530.0320.014-0.047-0.103-0.004-0.0960.015-0.034-0.067-0.027-0.059-0.042-0.012-0.022-0.014-0.012-0.045-0.0280.068-0.021-0.016-0.0360.086-0.091-0.058-0.095-0.259-0.151-0.173-0.080-0.214-0.104-0.0570.020-0.027-0.053-0.0080.109-0.0890.000-0.153-0.176-0.011-0.002-0.067-0.120-0.1740.0000.055
dropout-0.011-0.053-0.023-0.050-0.066-0.129-0.088-0.050-0.063-0.0260.0130.113-0.139-0.039-0.108-0.177-0.169-0.017-0.119-0.145-0.188-0.3030.030-0.052-0.032-0.044-0.0140.002-0.093-0.048-0.045-0.063-0.019-0.078-0.103-0.024-0.0310.033-0.034-0.052-0.050-0.054-0.073-0.027-0.041-0.035-0.072-0.053-0.193-0.0190.024-0.040-0.051-0.110-0.099-0.040-0.041-0.053-0.063-0.159-0.029-0.316-0.093-0.002-0.011-0.049-0.116-0.056-0.016-0.1290.000-0.110-0.348-0.046-0.055-0.049-0.046-0.2260.000-0.070
Recall for model e2e_faster_rcnn_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.003-0.0110.010-0.0090.0590.013-0.000-0.029-0.002-0.0200.0270.136-0.059-0.001-0.045-0.003-0.044-0.024-0.101-0.000-0.042-0.1160.0990.0080.003-0.0190.0030.000-0.054-0.021-0.006-0.0870.026-0.028-0.056-0.0200.0100.1190.020-0.0090.033-0.015-0.0040.032-0.0040.005-0.010-0.036-0.0700.0410.012-0.0000.033-0.0300.0790.0240.0180.095-0.0350.086-0.017-0.0000.0030.1110.014-0.003-0.012-0.0000.0430.059-0.111-0.033-0.0030.0040.014-0.010-0.120-0.0310.0000.055
gaussianblur_10-0.114-0.164-0.100-0.262-0.570-0.236-0.529-0.193-0.164-0.068-0.410-0.325-0.286-0.137-0.146-0.351-0.377-0.311-0.309-0.235-0.422-0.616-0.500-0.569-0.035-0.255-0.026-0.016-0.230-0.048-0.100-0.087-0.023-0.198-0.108-0.020-0.171-0.128-0.148-0.094-0.089-0.099-0.137-0.058-0.068-0.102-0.173-0.101-0.2120.030-0.215-0.074-0.074-0.189-0.116-0.110-0.126-0.259-0.209-0.391-0.156-0.534-0.225-0.196-0.033-0.053-0.231-0.053-0.207-0.286-0.111-0.229-0.421-0.067-0.185-0.113-0.231-0.3890.000-0.070
gaussianblur_20-0.202-0.164-0.121-0.279-0.570-0.300-0.547-0.197-0.164-0.081-0.410-0.430-0.332-0.154-0.156-0.433-0.399-0.324-0.309-0.255-0.477-0.638-0.500-0.585-0.035-0.268-0.026-0.016-0.230-0.048-0.100-0.087-0.023-0.198-0.108-0.020-0.171-0.128-0.148-0.096-0.089-0.105-0.137-0.058-0.068-0.133-0.191-0.124-0.212-0.083-0.215-0.102-0.124-0.231-0.201-0.137-0.127-0.259-0.220-0.431-0.175-0.543-0.344-0.268-0.033-0.053-0.231-0.059-0.248-0.286-0.111-0.229-0.421-0.073-0.212-0.113-0.231-0.3890.000-0.070
superpixels_0p1-0.026-0.152-0.061-0.157-0.242-0.154-0.119-0.066-0.121-0.044-0.0070.096-0.196-0.091-0.093-0.208-0.135-0.185-0.209-0.152-0.246-0.343-0.243-0.330-0.035-0.085-0.020-0.016-0.160-0.034-0.100-0.087-0.023-0.106-0.108-0.020-0.092-0.057-0.099-0.061-0.057-0.070-0.108-0.038-0.056-0.082-0.119-0.070-0.1360.004-0.019-0.003-0.043-0.0910.0020.048-0.086-0.117-0.156-0.247-0.039-0.144-0.055-0.109-0.002-0.042-0.064-0.048-0.040-0.155-0.111-0.101-0.128-0.045-0.061-0.050-0.231-0.1490.000-0.070
superpixels_0p5-0.120-0.152-0.096-0.238-0.391-0.267-0.332-0.155-0.154-0.051-0.2010.044-0.286-0.124-0.134-0.370-0.358-0.324-0.309-0.240-0.444-0.570-0.464-0.552-0.035-0.146-0.0260.006-0.219-0.048-0.100-0.087-0.023-0.153-0.108-0.020-0.171-0.128-0.135-0.084-0.081-0.089-0.137-0.058-0.068-0.132-0.183-0.070-0.212-0.056-0.126-0.034-0.074-0.171-0.057-0.026-0.112-0.214-0.189-0.361-0.131-0.364-0.076-0.250-0.033-0.053-0.100-0.059-0.165-0.251-0.111-0.201-0.232-0.057-0.126-0.101-0.231-0.2810.000-0.070
superpixels_0p85-0.221-0.164-0.118-0.279-0.534-0.300-0.502-0.186-0.164-0.065-0.3540.017-0.332-0.145-0.149-0.433-0.399-0.324-0.309-0.255-0.477-0.638-0.490-0.585-0.035-0.216-0.026-0.016-0.230-0.048-0.100-0.087-0.023-0.168-0.108-0.020-0.171-0.128-0.135-0.094-0.089-0.098-0.137-0.058-0.068-0.138-0.208-0.124-0.212-0.112-0.199-0.102-0.124-0.231-0.167-0.114-0.125-0.259-0.179-0.431-0.175-0.537-0.211-0.268-0.033-0.053-0.211-0.059-0.165-0.286-0.111-0.229-0.385-0.070-0.206-0.113-0.231-0.3740.000-0.070
colorspace_25-0.013-0.0070.007-0.0020.0250.0370.039-0.0410.009-0.039-0.0070.1490.0320.022-0.045-0.019-0.0060.007-0.097-0.019-0.0360.0210.105-0.0510.008-0.039-0.011-0.016-0.070-0.021-0.005-0.0870.026-0.027-0.073-0.0200.0450.1010.0310.0020.021-0.0240.016-0.0090.020-0.006-0.104-0.031-0.188-0.054-0.002-0.102-0.074-0.162-0.099-0.0340.0030.023-0.0450.032-0.0090.0080.0130.108-0.002-0.0310.008-0.0250.0850.022-0.111-0.052-0.026-0.0040.0190.025-0.065-0.0340.0000.055
colorspace_50-0.015-0.006-0.001-0.0040.0530.0210.025-0.0100.002-0.0280.0070.175-0.014-0.001-0.044-0.028-0.0490.010-0.124-0.035-0.043-0.0020.095-0.0880.007-0.025-0.014-0.016-0.060-0.0210.003-0.0870.043-0.003-0.091-0.0200.0210.0730.027-0.0070.022-0.022-0.006-0.012-0.0000.000-0.121-0.070-0.205-0.032-0.097-0.102-0.124-0.177-0.099-0.0030.001-0.017-0.0350.1010.0040.0170.0370.146-0.002-0.0420.006-0.0180.0850.015-0.111-0.048-0.053-0.0050.0360.015-0.009-0.0530.0000.055
averageblur_5_11-0.008-0.061-0.019-0.018-0.0260.0600.051-0.030-0.038-0.036-0.0210.166-0.074-0.015-0.048-0.033-0.040-0.048-0.134-0.010-0.056-0.1460.031-0.138-0.022-0.037-0.008-0.005-0.072-0.021-0.013-0.087-0.006-0.076-0.108-0.020-0.0280.119-0.032-0.0280.004-0.021-0.034-0.016-0.026-0.017-0.072-0.072-0.1060.038-0.015-0.0100.014-0.0180.019-0.016-0.030-0.023-0.1110.0040.014-0.099-0.0360.0430.014-0.036-0.054-0.0270.085-0.021-0.111-0.046-0.040-0.025-0.0220.004-0.120-0.0990.0000.055
medianblur_1-0.007-0.059-0.028-0.002-0.102-0.003-0.012-0.060-0.064-0.026-0.0460.149-0.014-0.025-0.067-0.024-0.053-0.116-0.1190.030-0.064-0.0480.053-0.105-0.015-0.010-0.0080.006-0.119-0.034-0.015-0.0870.010-0.052-0.108-0.020-0.0090.089-0.001-0.011-0.000-0.042-0.0150.013-0.020-0.018-0.100-0.013-0.0840.047-0.0250.0210.026-0.0570.011-0.017-0.0150.033-0.1150.012-0.006-0.021-0.0170.0620.029-0.020-0.074-0.0340.002-0.050-0.111-0.034-0.118-0.0420.014-0.023-0.176-0.0700.0000.055
sharpen_0-0.006-0.001-0.002-0.047-0.0100.048-0.009-0.001-0.008-0.0180.0030.149-0.036-0.031-0.0650.045-0.044-0.027-0.109-0.015-0.040-0.1610.0930.0040.005-0.032-0.0040.000-0.024-0.0210.016-0.0870.010-0.030-0.056-0.0200.0080.1270.035-0.0130.027-0.026-0.0410.004-0.038-0.016-0.061-0.093-0.1640.0980.011-0.0430.091-0.0570.048-0.0130.0060.065-0.0240.035-0.034-0.061-0.0000.123-0.002-0.031-0.041-0.0110.0020.037-0.111-0.064-0.104-0.0070.027-0.006-0.120-0.0540.000-0.070
sharpen_1-0.0040.028-0.000-0.0240.0080.0320.029-0.0210.002-0.018-0.0180.1490.001-0.021-0.0430.020-0.055-0.024-0.113-0.043-0.030-0.1610.075-0.0340.010-0.036-0.000-0.016-0.024-0.0210.008-0.0870.0260.007-0.056-0.0200.0240.1260.046-0.0080.032-0.010-0.053-0.001-0.029-0.015-0.077-0.090-0.0910.0720.047-0.0490.038-0.0590.0500.0200.0070.027-0.038-0.054-0.018-0.019-0.0350.077-0.002-0.009-0.054-0.0270.085-0.009-0.111-0.040-0.095-0.0050.021-0.000-0.120-0.0550.000-0.008
sharpen_2-0.0090.006-0.001-0.040-0.0280.030-0.004-0.031-0.003-0.0180.0030.162-0.082-0.015-0.0450.026-0.053-0.030-0.121-0.044-0.031-0.0630.053-0.009-0.004-0.024-0.005-0.005-0.038-0.0210.025-0.0870.010-0.042-0.091-0.020-0.0060.1020.026-0.0110.027-0.010-0.022-0.018-0.026-0.010-0.080-0.075-0.1170.0960.032-0.0400.025-0.0450.0170.0060.0060.053-0.053-0.062-0.030-0.053-0.0300.140-0.002-0.020-0.005-0.0160.0850.038-0.111-0.046-0.111-0.0150.016-0.017-0.065-0.0330.0000.055
addintensity_-80-0.020-0.041-0.009-0.039-0.0100.0480.010-0.060-0.019-0.0180.0060.149-0.127-0.040-0.044-0.028-0.014-0.063-0.125-0.025-0.100-0.1990.072-0.017-0.0020.015-0.005-0.008-0.121-0.021-0.030-0.0870.026-0.020-0.091-0.020-0.0060.1220.015-0.0310.002-0.045-0.059-0.013-0.032-0.002-0.022-0.054-0.1380.0100.002-0.0440.044-0.0120.0410.020-0.031-0.005-0.0970.024-0.038-0.018-0.0510.074-0.002-0.036-0.041-0.0270.043-0.039-0.111-0.068-0.123-0.014-0.018-0.036-0.150-0.0420.0000.055
addintensity_80-0.003-0.0110.0040.0080.0370.015-0.022-0.0310.010-0.013-0.0260.1490.032-0.025-0.0560.006-0.0120.006-0.115-0.007-0.021-0.0480.100-0.0200.001-0.044-0.0000.016-0.034-0.021-0.016-0.0870.043-0.027-0.091-0.0010.0310.1320.060-0.0070.031-0.013-0.002-0.0040.018-0.004-0.033-0.031-0.0350.0530.034-0.0280.007-0.0190.063-0.0010.002-0.004-0.0530.058-0.0230.004-0.0220.1510.014-0.014-0.019-0.0050.0430.057-0.111-0.047-0.055-0.0020.0210.006-0.139-0.0220.000-0.029
elementrandomintensity_1-0.005-0.076-0.016-0.123-0.320-0.070-0.214-0.067-0.106-0.044-0.0810.114-0.218-0.077-0.118-0.175-0.098-0.100-0.171-0.129-0.212-0.298-0.000-0.127-0.028-0.044-0.0140.006-0.170-0.034-0.033-0.087-0.023-0.104-0.108-0.020-0.0860.045-0.001-0.073-0.049-0.068-0.071-0.047-0.044-0.075-0.172-0.121-0.212-0.109-0.033-0.098-0.036-0.155-0.040-0.029-0.078-0.184-0.129-0.296-0.105-0.239-0.173-0.126-0.033-0.053-0.192-0.059-0.165-0.212-0.111-0.172-0.340-0.058-0.100-0.057-0.194-0.0770.000-0.070
multiplyintensity_0p25-0.010-0.027-0.006-0.0190.0410.0490.067-0.047-0.030-0.039-0.0110.114-0.150-0.041-0.048-0.019-0.009-0.039-0.121-0.029-0.081-0.1010.067-0.010-0.001-0.048-0.0020.000-0.099-0.021-0.008-0.087-0.006-0.040-0.073-0.0200.0080.0890.011-0.0330.028-0.027-0.021-0.005-0.026-0.017-0.097-0.088-0.1430.098-0.038-0.0420.040-0.0290.019-0.018-0.0160.095-0.0700.032-0.0260.0430.0060.099-0.002-0.0310.024-0.0160.085-0.047-0.111-0.077-0.106-0.0150.003-0.027-0.176-0.0440.0000.055
multiplyintensity_2-0.0010.0190.008-0.0020.0190.031-0.031-0.035-0.013-0.018-0.0320.1230.009-0.034-0.0550.046-0.0040.007-0.138-0.042-0.026-0.0850.114-0.0090.005-0.0600.012-0.005-0.054-0.021-0.009-0.0870.010-0.060-0.091-0.0200.0120.0800.033-0.0140.042-0.0240.006-0.011-0.012-0.027-0.059-0.039-0.032-0.0020.030-0.0420.0610.0040.0190.015-0.0040.009-0.0490.074-0.009-0.0680.0330.1470.029-0.025-0.025-0.002-0.0400.032-0.111-0.062-0.045-0.0040.0250.004-0.176-0.0840.0000.055
contrastnormalization_0-0.003-0.0110.010-0.0340.1010.0150.005-0.0140.018-0.015-0.0310.149-0.014-0.011-0.038-0.0240.011-0.028-0.088-0.013-0.014-0.0400.107-0.038-0.001-0.0120.0050.016-0.049-0.0210.000-0.0870.0100.005-0.056-0.0200.0430.1190.0300.0060.022-0.022-0.019-0.0090.0060.003-0.010-0.065-0.1410.0490.012-0.0050.032-0.0240.0670.0150.0100.093-0.0270.132-0.0090.040-0.0180.141-0.002-0.016-0.009-0.0160.043-0.005-0.111-0.039-0.0910.0090.025-0.006-0.083-0.0130.0000.055
contrastnormalization_1-0.005-0.040-0.004-0.0360.1010.019-0.003-0.0290.012-0.0200.0160.096-0.014-0.006-0.0400.027-0.061-0.026-0.125-0.034-0.020-0.0480.1060.0020.007-0.019-0.0080.006-0.055-0.021-0.011-0.0870.0260.011-0.021-0.0200.0100.1230.0340.0020.046-0.021-0.0310.013-0.0180.007-0.032-0.038-0.0790.0500.017-0.0110.054-0.0550.1030.0140.0150.053-0.0450.024-0.007-0.0050.0400.101-0.033-0.0250.006-0.0000.0850.033-0.111-0.043-0.0840.0070.025-0.004-0.139-0.0070.0000.055
contrastnormalization_2-0.003-0.0130.006-0.0030.0450.0150.026-0.0330.011-0.010-0.0220.202-0.059-0.024-0.0450.007-0.022-0.010-0.118-0.002-0.0050.0430.107-0.0300.005-0.0140.0150.016-0.047-0.021-0.008-0.0870.0260.008-0.056-0.0200.0100.1350.047-0.0090.030-0.015-0.033-0.0090.006-0.004-0.043-0.056-0.1240.0670.0040.0030.074-0.0290.0810.0060.0080.087-0.0520.048-0.015-0.0110.0060.1180.029-0.0200.011-0.0110.0430.003-0.111-0.046-0.070-0.0010.032-0.006-0.139-0.0280.0000.055
elastic_1-0.038-0.164-0.061-0.279-0.570-0.192-0.479-0.161-0.161-0.052-0.085-0.018-0.249-0.124-0.151-0.306-0.267-0.228-0.284-0.235-0.192-0.298-0.464-0.360-0.035-0.113-0.026-0.016-0.230-0.021-0.091-0.087-0.023-0.159-0.108-0.020-0.1710.017-0.117-0.085-0.081-0.075-0.137-0.058-0.056-0.108-0.186-0.093-0.2120.038-0.153-0.059-0.099-0.158-0.091-0.105-0.115-0.248-0.179-0.411-0.144-0.402-0.205-0.248-0.033-0.042-0.231-0.059-0.248-0.286-0.111-0.215-0.421-0.073-0.212-0.052-0.231-0.2400.000-0.070
scaled_1p250.024-0.0050.0010.0080.0210.0570.027-0.0160.0430.011-0.0030.2190.100-0.021-0.0140.1610.0810.044-0.0690.0380.019-0.0170.1490.0550.0140.0730.0030.1020.0450.1680.087-0.0390.0760.0510.032-0.0200.0680.1920.093-0.0020.050-0.012-0.0060.057-0.006-0.0120.078-0.0360.0640.1060.1110.0750.1130.0860.1040.075-0.0070.033-0.0210.0450.0330.0290.0470.1280.045-0.047-0.0020.0280.0850.085-0.1110.048-0.0400.0210.100-0.039-0.1760.0260.0000.055
scaled_0p75-0.094-0.086-0.073-0.078-0.058-0.0700.014-0.085-0.082-0.057-0.1250.096-0.112-0.060-0.056-0.124-0.068-0.104-0.179-0.063-0.089-0.055-0.006-0.147-0.029-0.099-0.020-0.016-0.121-0.048-0.015-0.087-0.023-0.085-0.108-0.020-0.0570.021-0.123-0.060-0.052-0.082-0.106-0.031-0.060-0.075-0.074-0.085-0.093-0.063-0.113-0.021-0.041-0.108-0.020-0.026-0.0730.017-0.1340.003-0.071-0.144-0.0560.024-0.002-0.036-0.113-0.050-0.144-0.075-0.111-0.153-0.123-0.031-0.064-0.072-0.083-0.1170.000-0.008
scaled_0p5-0.160-0.116-0.097-0.143-0.223-0.128-0.146-0.100-0.133-0.074-0.241-0.167-0.249-0.088-0.106-0.153-0.209-0.157-0.228-0.121-0.208-0.207-0.167-0.269-0.032-0.161-0.026-0.016-0.159-0.048-0.075-0.087-0.023-0.136-0.108-0.020-0.165-0.051-0.141-0.082-0.081-0.098-0.124-0.058-0.056-0.107-0.145-0.085-0.139-0.100-0.185-0.086-0.071-0.151-0.137-0.023-0.111-0.143-0.182-0.127-0.098-0.293-0.200-0.114-0.033-0.042-0.221-0.037-0.165-0.188-0.111-0.183-0.170-0.057-0.134-0.052-0.120-0.2450.0000.055
scaled_(1p25, 1p0)0.0150.024-0.016-0.0060.0520.042-0.011-0.0280.019-0.010-0.0080.140-0.0590.017-0.0260.1180.037-0.006-0.1000.020-0.0030.1120.1020.0480.022-0.0130.0020.0660.0040.0600.046-0.0390.0260.016-0.038-0.0200.0280.1620.036-0.0050.067-0.019-0.0120.0560.006-0.0040.020-0.0570.0060.0730.0820.0320.1130.0200.0910.091-0.0070.060-0.0600.0830.0140.0390.0190.1810.045-0.009-0.025-0.0040.0850.025-0.1110.034-0.0200.0260.028-0.041-0.1760.0080.0000.055
scaled_(0p75, 1p0)-0.063-0.048-0.059-0.0710.028-0.063-0.008-0.060-0.043-0.052-0.0870.096-0.044-0.048-0.053-0.079-0.081-0.060-0.127-0.054-0.064-0.0630.054-0.141-0.025-0.079-0.0080.016-0.093-0.0480.006-0.0870.010-0.061-0.073-0.020-0.0400.075-0.007-0.036-0.009-0.061-0.053-0.024-0.042-0.042-0.068-0.057-0.093-0.042-0.038-0.0170.028-0.0540.014-0.010-0.051-0.002-0.092-0.067-0.060-0.056-0.0020.034-0.002-0.036-0.074-0.0320.043-0.069-0.111-0.108-0.086-0.030-0.034-0.026-0.083-0.0950.0000.055
scaled_(1p0, 1p25)0.017-0.0100.0130.0110.0410.0510.003-0.0090.0440.022-0.0350.1490.054-0.008-0.0210.1160.0680.025-0.0840.006-0.015-0.0320.1160.0770.0130.0490.0120.0350.0010.0330.023-0.0390.0430.064-0.030-0.0200.0390.1740.045-0.0080.056-0.027-0.0500.023-0.006-0.0030.018-0.0070.0500.0770.0560.0330.0310.0160.0530.0500.0020.0310.0040.0080.007-0.0100.0290.099-0.002-0.0200.0090.0180.1680.049-0.1110.009-0.0580.0030.0430.004-0.139-0.0270.0000.055
scaled_(1p0, 0p75)-0.040-0.038-0.029-0.0210.0490.0020.030-0.032-0.043-0.044-0.1120.149-0.127-0.023-0.051-0.033-0.009-0.037-0.1210.004-0.0510.0210.046-0.009-0.009-0.105-0.014-0.005-0.081-0.021-0.023-0.0870.010-0.070-0.091-0.001-0.0380.084-0.042-0.0440.002-0.056-0.044-0.015-0.022-0.032-0.040-0.075-0.105-0.015-0.065-0.0200.012-0.073-0.0290.009-0.0250.040-0.0930.078-0.040-0.035-0.0250.079-0.002-0.025-0.005-0.027-0.123-0.009-0.111-0.040-0.105-0.011-0.029-0.025-0.120-0.0300.0000.055
translate_(0p1, 0p1)-0.064-0.086-0.057-0.0550.049-0.059-0.043-0.074-0.052-0.053-0.0890.1490.001-0.063-0.051-0.068-0.014-0.070-0.140-0.045-0.090-0.0170.054-0.074-0.031-0.081-0.0200.006-0.079-0.021-0.016-0.0870.010-0.057-0.073-0.020-0.0330.054-0.040-0.055-0.031-0.068-0.047-0.013-0.049-0.043-0.047-0.048-0.045-0.042-0.068-0.0020.031-0.0600.022-0.020-0.0510.044-0.116-0.022-0.057-0.078-0.0170.038-0.002-0.038-0.054-0.0480.002-0.018-0.111-0.112-0.127-0.023-0.053-0.037-0.194-0.0450.0000.055
translate_(0p1, -0p1)-0.032-0.010-0.0270.0120.047-0.023-0.022-0.0530.024-0.016-0.0400.1660.001-0.022-0.0410.0160.009-0.052-0.111-0.048-0.0520.0430.095-0.070-0.0040.056-0.0020.016-0.0440.0060.014-0.0390.010-0.014-0.038-0.0200.0360.1400.002-0.0260.000-0.049-0.013-0.006-0.006-0.016-0.021-0.0720.0080.0290.0190.0050.0350.0170.067-0.002-0.0410.029-0.021-0.001-0.027-0.028-0.0000.078-0.002-0.027-0.0470.0020.0850.066-0.111-0.022-0.129-0.006-0.0000.010-0.194-0.0250.0000.055
translate_(-0p1, 0p1)-0.009-0.023-0.031-0.0110.0530.033-0.001-0.0340.008-0.041-0.0230.1490.009-0.031-0.0230.035-0.0200.012-0.1000.016-0.0140.0960.0820.010-0.001-0.0340.0090.069-0.0280.0060.000-0.0870.0430.005-0.091-0.0200.0250.1190.028-0.0080.033-0.041-0.0510.0170.008-0.0330.004-0.038-0.0280.0300.0170.0180.071-0.0380.0760.069-0.0180.029-0.075-0.000-0.0430.004-0.0510.1150.029-0.025-0.077-0.0160.085-0.030-0.111-0.061-0.0300.013-0.018-0.042-0.1390.0440.0000.055
translate_(-0p1, -0p1)0.027-0.0230.0030.0380.0650.0700.037-0.0220.0330.0160.0090.2810.1230.015-0.0070.1690.0770.038-0.0390.0380.0200.0660.1170.0730.0180.0650.0210.0770.0430.1680.0540.0080.0760.072-0.012-0.0010.0660.1890.074-0.0060.068-0.011-0.0310.0440.0370.0370.071-0.0160.0860.1090.1180.0660.1640.0500.0790.1160.0020.089-0.0500.0920.0080.0770.1050.1300.014-0.0360.0310.0140.0850.015-0.1110.051-0.0090.0210.089-0.028-0.1390.0190.000-0.008
translate_(0p1, 0)-0.043-0.017-0.048-0.0230.095-0.053-0.009-0.070-0.016-0.042-0.1030.202-0.044-0.035-0.056-0.063-0.019-0.027-0.129-0.035-0.0440.0130.096-0.083-0.016-0.048-0.0080.006-0.080-0.0210.014-0.0870.010-0.023-0.073-0.020-0.0090.086-0.013-0.0400.021-0.048-0.004-0.001-0.005-0.030-0.036-0.072-0.034-0.036-0.040-0.0090.035-0.0300.022-0.019-0.0370.059-0.0520.003-0.045-0.0400.0050.079-0.002-0.025-0.063-0.0270.0850.036-0.111-0.041-0.113-0.006-0.018-0.038-0.194-0.0530.0000.055
translate_(-0p1, 0)0.0120.007-0.0230.0070.0940.0570.036-0.0230.021-0.005-0.0070.166-0.014-0.014-0.0180.086-0.0090.062-0.0840.0410.0150.0810.1160.0420.0190.0050.0150.0690.0040.0600.012-0.0390.0180.037-0.038-0.0200.0320.1560.0750.0170.067-0.016-0.0040.0300.0120.0050.036-0.0260.0480.0750.0560.0330.121-0.0150.1010.079-0.0010.064-0.0480.097-0.0040.0740.0780.1650.014-0.020-0.035-0.0020.0850.002-0.1110.016-0.0280.0190.054-0.052-0.1200.0080.0000.055
translate_(0, 0p1)-0.024-0.041-0.027-0.0200.0590.019-0.028-0.030-0.006-0.047-0.0550.1490.032-0.029-0.044-0.039-0.014-0.014-0.1110.004-0.0560.0280.051-0.034-0.003-0.085-0.0080.006-0.061-0.021-0.022-0.0870.026-0.024-0.073-0.001-0.0220.110-0.007-0.0300.005-0.031-0.0270.002-0.019-0.019-0.034-0.062-0.002-0.008-0.007-0.0040.040-0.0560.048-0.007-0.0170.051-0.0770.016-0.048-0.0190.0020.1020.029-0.014-0.038-0.0210.002-0.008-0.111-0.066-0.113-0.003-0.0320.016-0.139-0.0250.0000.055
translate_(0, -0p1)0.0140.0080.0160.0460.0590.0180.0100.0180.0330.016-0.0220.1930.0090.019-0.0130.0740.0250.001-0.079-0.010-0.0310.0890.1170.0830.0120.0660.0060.016-0.0150.0330.007-0.0390.0430.056-0.038-0.0010.0390.1760.044-0.0050.039-0.017-0.0240.0440.0540.0010.029-0.0530.0190.0700.0770.0200.1060.0210.0530.0710.0100.044-0.0240.1200.0060.0610.0460.108-0.002-0.0220.0240.0270.1680.022-0.1110.013-0.0740.0070.0430.027-0.139-0.0170.0000.055
rotated_30.013-0.0110.0160.0330.0750.0290.004-0.0160.040-0.010-0.0260.188-0.0590.006-0.0260.042-0.0320.003-0.0940.005-0.0430.0210.0880.0550.0050.0060.0180.037-0.027-0.0210.053-0.0390.0430.017-0.056-0.0200.0430.1380.043-0.0030.044-0.009-0.0010.036-0.0030.001-0.027-0.026-0.0230.0240.0580.0160.0850.0100.0810.0750.0070.067-0.0450.096-0.0020.0210.0290.1280.0290.014-0.016-0.0110.1270.004-0.111-0.048-0.0120.0080.021-0.017-0.139-0.0120.0000.055
rotated_50.0120.0070.0150.0240.0800.0360.015-0.0280.0360.003-0.0040.186-0.059-0.023-0.0240.067-0.0110.001-0.098-0.012-0.016-0.0170.0970.0480.003-0.0100.0150.037-0.0330.0060.0770.0560.0430.007-0.047-0.0200.0050.1380.063-0.0040.040-0.009-0.0190.0390.0080.0100.008-0.015-0.0440.0720.0450.0230.0830.0060.0610.0980.0150.013-0.0250.0560.022-0.0120.0230.1310.029-0.0090.0270.0110.1270.048-0.111-0.017-0.0670.0080.033-0.002-0.1390.0010.0000.055
rotated_100.0190.0020.0130.0410.0830.0320.016-0.0230.0010.011-0.0180.188-0.127-0.041-0.0290.1150.016-0.002-0.0810.018-0.021-0.0480.0570.0190.012-0.0150.0070.040-0.0160.0330.1380.0560.0430.004-0.065-0.0010.0210.1580.051-0.0130.041-0.007-0.0010.0360.0370.0130.038-0.0430.0270.0720.0690.0210.1260.0480.0580.0970.0110.075-0.0500.0570.0350.0330.0620.1400.029-0.0140.0530.0210.127-0.010-0.1110.017-0.0100.0160.0650.005-0.1540.0400.0000.055
rotated_45-0.0050.021-0.009-0.011-0.127-0.175-0.182-0.061-0.129-0.027-0.1460.175-0.286-0.080-0.0540.0670.070-0.148-0.134-0.135-0.139-0.0930.104-0.027-0.014-0.1140.0030.091-0.0740.0600.1060.1040.026-0.011-0.0210.0180.0210.1130.023-0.027-0.006-0.037-0.003-0.005-0.0060.008-0.003-0.038-0.0270.0900.0940.0540.0230.0160.0380.053-0.056-0.181-0.167-0.009-0.027-0.019-0.1060.1410.029-0.003-0.0230.041-0.248-0.084-0.111-0.029-0.2780.014-0.006-0.101-0.120-0.0670.000-0.029
rotated_60-0.0440.001-0.054-0.099-0.213-0.192-0.254-0.114-0.146-0.068-0.2150.166-0.332-0.093-0.061-0.001-0.029-0.231-0.190-0.152-0.271-0.1310.052-0.084-0.014-0.133-0.0110.050-0.0820.074-0.0040.0000.010-0.050-0.0030.009-0.0020.096-0.006-0.044-0.024-0.060-0.020-0.001-0.029-0.0130.012-0.046-0.0230.0750.0580.0570.0330.0390.039-0.022-0.085-0.212-0.121-0.125-0.059-0.040-0.1420.0500.0290.008-0.0410.035-0.248-0.150-0.111-0.155-0.3270.0000.014-0.089-0.120-0.0760.000-0.020
rotated_90-0.097-0.050-0.116-0.138-0.475-0.211-0.308-0.161-0.157-0.065-0.2010.017-0.286-0.147-0.080-0.006-0.163-0.280-0.234-0.192-0.293-0.229-0.054-0.144-0.021-0.177-0.011-0.005-0.1190.060-0.020-0.087-0.023-0.087-0.108-0.001-0.117-0.001-0.058-0.081-0.060-0.092-0.052-0.042-0.024-0.041-0.030-0.036-0.0530.108-0.0190.0430.0280.072-0.015-0.047-0.096-0.229-0.147-0.282-0.120-0.184-0.137-0.168-0.033-0.031-0.153-0.007-0.248-0.255-0.111-0.205-0.313-0.038-0.029-0.101-0.120-0.1080.0000.055
flipH-0.004-0.0060.0090.0170.0710.0770.008-0.012-0.011-0.0150.0400.188-0.0710.020-0.0270.0130.004-0.018-0.0490.0610.0200.0280.0660.088-0.006-0.0090.0090.016-0.0810.006-0.013-0.0630.0430.011-0.030-0.001-0.0410.140-0.0130.0040.0300.0140.0050.0260.0120.0160.002-0.0430.0720.061-0.0030.023-0.013-0.0360.031-0.0010.0150.021-0.0460.0820.001-0.0260.1140.0590.0290.014-0.0140.0050.022-0.013-0.111-0.032-0.0130.0220.014-0.027-0.028-0.0050.0000.055
flipV-0.073-0.037-0.100-0.121-0.082-0.0990.030-0.139-0.127-0.057-0.0760.175-0.271-0.094-0.0500.057-0.235-0.229-0.296-0.204-0.317-0.570-0.006-0.099-0.017-0.180-0.0230.006-0.1190.0600.0920.0560.010-0.011-0.108-0.020-0.0850.0410.017-0.074-0.024-0.075-0.044-0.0060.023-0.013-0.015-0.066-0.0560.046-0.0010.017-0.0110.047-0.065-0.002-0.102-0.231-0.177-0.131-0.092-0.319-0.107-0.0460.061-0.009-0.069-0.0030.002-0.111-0.111-0.129-0.119-0.021-0.002-0.050-0.176-0.1060.0000.055
dropout0.000-0.029-0.020-0.037-0.227-0.076-0.054-0.045-0.063-0.023-0.0020.109-0.196-0.048-0.107-0.234-0.219-0.130-0.162-0.078-0.104-0.207-0.011-0.051-0.025-0.026-0.0140.016-0.109-0.021-0.033-0.087-0.023-0.074-0.108-0.020-0.0560.0510.003-0.036-0.011-0.064-0.071-0.019-0.038-0.049-0.129-0.088-0.1980.042-0.025-0.0370.008-0.135-0.082-0.004-0.047-0.081-0.111-0.184-0.076-0.226-0.136-0.028-0.002-0.042-0.162-0.059-0.165-0.179-0.111-0.129-0.375-0.049-0.045-0.025-0.194-0.0650.000-0.070
Recall for model e2e_mask_rcnn_R-50-C4_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.003-0.0140.0030.028-0.0070.013-0.059-0.004-0.032-0.0130.0000.245-0.033-0.001-0.0370.019-0.022-0.025-0.058-0.007-0.055-0.0630.071-0.057-0.0080.017-0.005-0.004-0.041-0.012-0.009-0.0510.014-0.011-0.037-0.0160.0000.110-0.0070.0010.018-0.0150.002-0.007-0.0520.008-0.035-0.030-0.1020.020-0.0040.0050.0510.0040.0200.029-0.0060.074-0.0210.087-0.0030.0520.0290.1070.003-0.0220.014-0.0170.082-0.026-0.111-0.004-0.076-0.0000.017-0.024-0.120-0.0210.0000.031
gaussianblur_10-0.176-0.158-0.115-0.240-0.567-0.295-0.413-0.177-0.160-0.071-0.312-0.242-0.261-0.127-0.136-0.302-0.358-0.294-0.264-0.242-0.408-0.586-0.490-0.580-0.034-0.242-0.023-0.005-0.202-0.039-0.102-0.051-0.019-0.194-0.081-0.016-0.156-0.126-0.156-0.085-0.079-0.090-0.128-0.044-0.052-0.109-0.129-0.107-0.217-0.045-0.184-0.068-0.080-0.179-0.141-0.116-0.111-0.261-0.196-0.294-0.151-0.426-0.268-0.243-0.013-0.044-0.212-0.060-0.252-0.309-0.111-0.201-0.405-0.058-0.193-0.112-0.231-0.4210.000-0.053
gaussianblur_20-0.247-0.158-0.124-0.248-0.591-0.313-0.577-0.177-0.160-0.076-0.354-0.400-0.306-0.127-0.141-0.379-0.388-0.318-0.264-0.242-0.466-0.631-0.490-0.580-0.034-0.242-0.023-0.005-0.202-0.039-0.102-0.051-0.019-0.194-0.081-0.016-0.156-0.126-0.156-0.087-0.079-0.094-0.128-0.044-0.052-0.143-0.172-0.122-0.217-0.088-0.184-0.100-0.130-0.257-0.192-0.130-0.111-0.261-0.196-0.354-0.159-0.503-0.338-0.261-0.044-0.044-0.212-0.060-0.252-0.309-0.111-0.201-0.405-0.058-0.193-0.119-0.231-0.4210.000-0.053
superpixels_0p1-0.051-0.144-0.067-0.150-0.368-0.143-0.289-0.049-0.115-0.029-0.0710.100-0.124-0.052-0.113-0.264-0.195-0.219-0.155-0.183-0.312-0.381-0.318-0.350-0.034-0.149-0.023-0.005-0.138-0.012-0.093-0.051-0.003-0.110-0.081-0.016-0.143-0.120-0.144-0.047-0.071-0.052-0.128-0.032-0.052-0.113-0.130-0.086-0.189-0.074-0.057-0.011-0.038-0.119-0.0170.050-0.075-0.168-0.086-0.297-0.031-0.189-0.057-0.160-0.013-0.044-0.078-0.049-0.168-0.157-0.111-0.108-0.071-0.037-0.048-0.055-0.231-0.2200.0000.072
superpixels_0p5-0.146-0.158-0.101-0.218-0.455-0.295-0.477-0.113-0.138-0.039-0.2010.074-0.170-0.091-0.126-0.435-0.343-0.311-0.264-0.232-0.440-0.586-0.458-0.514-0.034-0.175-0.023-0.005-0.197-0.039-0.102-0.051-0.019-0.143-0.081-0.016-0.150-0.126-0.156-0.078-0.079-0.083-0.128-0.040-0.052-0.131-0.172-0.115-0.196-0.117-0.118-0.060-0.130-0.226-0.1240.014-0.105-0.215-0.150-0.334-0.127-0.368-0.123-0.219-0.044-0.044-0.153-0.060-0.168-0.280-0.111-0.201-0.260-0.050-0.085-0.119-0.231-0.3820.000-0.053
superpixels_0p85-0.239-0.158-0.121-0.231-0.567-0.313-0.549-0.167-0.156-0.055-0.3260.012-0.306-0.119-0.136-0.471-0.388-0.305-0.264-0.242-0.466-0.586-0.479-0.580-0.034-0.200-0.023-0.005-0.202-0.039-0.102-0.051-0.019-0.153-0.081-0.016-0.140-0.126-0.144-0.085-0.079-0.094-0.128-0.044-0.052-0.143-0.180-0.122-0.217-0.132-0.160-0.092-0.130-0.257-0.175-0.096-0.111-0.261-0.162-0.354-0.159-0.503-0.230-0.279-0.044-0.044-0.212-0.060-0.252-0.285-0.111-0.201-0.378-0.058-0.193-0.119-0.231-0.4210.000-0.053
colorspace_25-0.0160.0160.0030.0250.0470.033-0.000-0.0210.007-0.039-0.0110.166-0.0790.007-0.0300.004-0.025-0.002-0.079-0.034-0.0570.0280.104-0.0670.0220.0140.0070.020-0.034-0.0120.001-0.0510.0140.002-0.064-0.0160.0280.135-0.021-0.0030.036-0.016-0.0210.001-0.046-0.008-0.088-0.061-0.182-0.088-0.070-0.100-0.080-0.174-0.090-0.023-0.0090.051-0.0340.043-0.0030.0520.0500.120-0.013-0.033-0.022-0.0230.082-0.045-0.111-0.031-0.1350.0030.0320.014-0.009-0.0440.0000.072
colorspace_50-0.0250.004-0.011-0.0050.0200.009-0.009-0.0330.013-0.0300.0100.144-0.0790.016-0.0320.004-0.067-0.025-0.086-0.040-0.042-0.0250.092-0.155-0.001-0.015-0.011-0.005-0.007-0.0120.023-0.0510.0300.006-0.081-0.016-0.0210.107-0.007-0.008-0.004-0.018-0.028-0.011-0.040-0.003-0.129-0.122-0.217-0.074-0.121-0.100-0.117-0.222-0.073-0.001-0.018-0.006-0.0440.118-0.0120.0200.0270.128-0.013-0.044-0.029-0.023-0.002-0.103-0.111-0.054-0.1420.0010.0210.026-0.0830.0100.000-0.053
averageblur_5_11-0.013-0.061-0.0220.006-0.1380.063-0.036-0.032-0.067-0.039-0.0570.179-0.011-0.044-0.064-0.067-0.077-0.042-0.145-0.061-0.122-0.283-0.026-0.133-0.034-0.050-0.011-0.005-0.095-0.012-0.032-0.0510.014-0.114-0.081-0.016-0.0330.081-0.038-0.025-0.019-0.030-0.049-0.015-0.050-0.022-0.086-0.038-0.0920.010-0.035-0.022-0.042-0.0260.0110.029-0.047-0.061-0.082-0.003-0.005-0.035-0.0340.1090.003-0.044-0.065-0.0230.082-0.109-0.111-0.003-0.042-0.0120.011-0.034-0.065-0.1180.0000.072
medianblur_1-0.008-0.096-0.029-0.007-0.1090.018-0.066-0.044-0.096-0.018-0.0340.153-0.033-0.064-0.055-0.083-0.037-0.069-0.1050.023-0.089-0.0860.028-0.172-0.024-0.031-0.0110.006-0.134-0.012-0.022-0.0510.014-0.046-0.081-0.016-0.0080.078-0.059-0.022-0.003-0.037-0.068-0.003-0.052-0.008-0.098-0.045-0.106-0.006-0.037-0.0240.024-0.0620.0110.011-0.032-0.036-0.0830.0530.007-0.006-0.0400.034-0.013-0.044-0.021-0.019-0.043-0.099-0.1110.009-0.101-0.0240.022-0.030-0.065-0.0550.0000.072
sharpen_0-0.0080.001-0.008-0.021-0.062-0.022-0.077-0.018-0.039-0.0130.0190.232-0.079-0.028-0.053-0.007-0.078-0.052-0.090-0.055-0.065-0.2380.088-0.062-0.010-0.026-0.005-0.005-0.014-0.012-0.001-0.0510.014-0.023-0.081-0.0160.0100.1010.028-0.0150.038-0.034-0.036-0.018-0.046-0.014-0.050-0.107-0.1890.096-0.034-0.058-0.015-0.073-0.006-0.015-0.0030.020-0.0120.066-0.006-0.0380.0060.097-0.013-0.0440.024-0.028-0.002-0.052-0.111-0.068-0.111-0.0140.038-0.002-0.009-0.0290.000-0.053
sharpen_1-0.0060.024-0.004-0.018-0.067-0.009-0.041-0.002-0.025-0.0180.0140.179-0.079-0.024-0.051-0.025-0.087-0.070-0.094-0.080-0.075-0.2300.104-0.080-0.017-0.0320.001-0.005-0.019-0.012-0.003-0.0510.014-0.009-0.072-0.016-0.0080.115-0.005-0.0170.006-0.022-0.0300.004-0.046-0.034-0.071-0.061-0.1270.052-0.023-0.046-0.000-0.092-0.048-0.0080.0010.054-0.0510.096-0.0150.026-0.0440.105-0.013-0.022-0.006-0.0280.026-0.034-0.111-0.088-0.085-0.0120.028-0.014-0.009-0.0230.000-0.053
sharpen_2-0.0050.018-0.007-0.017-0.059-0.007-0.039-0.018-0.017-0.0230.0440.232-0.0790.007-0.045-0.022-0.119-0.044-0.092-0.069-0.064-0.1240.073-0.064-0.007-0.0090.001-0.003-0.036-0.012-0.001-0.0510.030-0.042-0.081-0.016-0.0230.0950.003-0.0220.006-0.033-0.0140.005-0.052-0.025-0.048-0.045-0.1370.080-0.016-0.0420.009-0.092-0.0480.025-0.0020.049-0.0450.002-0.006-0.024-0.0150.115-0.013-0.022-0.035-0.0390.040-0.112-0.111-0.041-0.126-0.0060.044-0.015-0.065-0.0390.000-0.053
addintensity_-80-0.025-0.033-0.014-0.0170.0500.011-0.049-0.068-0.037-0.0340.0290.153-0.070-0.059-0.043-0.027-0.047-0.067-0.101-0.037-0.159-0.2000.077-0.075-0.0080.020-0.0050.006-0.100-0.012-0.002-0.0510.030-0.010-0.064-0.016-0.0050.0830.017-0.035-0.001-0.041-0.028-0.007-0.0520.008-0.013-0.045-0.165-0.088-0.032-0.073-0.022-0.0060.045-0.026-0.043-0.007-0.0870.103-0.021-0.035-0.0170.039-0.013-0.033-0.014-0.033-0.002-0.117-0.111-0.040-0.146-0.002-0.021-0.030-0.065-0.0800.0000.072
addintensity_80-0.001-0.0220.000-0.003-0.1120.024-0.057-0.038-0.012-0.0100.0200.232-0.033-0.033-0.0480.008-0.037-0.009-0.098-0.035-0.0550.0280.092-0.039-0.020-0.0160.001-0.003-0.029-0.0120.002-0.0510.014-0.005-0.081-0.0160.0150.1140.004-0.0220.026-0.020-0.0120.022-0.0520.002-0.029-0.015-0.1060.0490.007-0.0360.021-0.0200.0450.018-0.009-0.027-0.0170.146-0.008-0.024-0.0120.0930.018-0.0330.043-0.0230.082-0.090-0.1110.000-0.016-0.0060.0440.024-0.009-0.0720.0000.072
elementrandomintensity_1-0.032-0.105-0.032-0.052-0.334-0.090-0.177-0.070-0.113-0.0440.0070.126-0.147-0.071-0.107-0.187-0.139-0.096-0.145-0.136-0.358-0.363-0.009-0.155-0.034-0.063-0.014-0.005-0.136-0.039-0.027-0.051-0.019-0.115-0.081-0.016-0.086-0.029-0.067-0.074-0.044-0.069-0.074-0.019-0.052-0.084-0.160-0.122-0.217-0.112-0.037-0.084-0.105-0.152-0.082-0.035-0.079-0.165-0.144-0.212-0.062-0.211-0.167-0.213-0.044-0.044-0.212-0.044-0.168-0.249-0.111-0.196-0.405-0.056-0.118-0.059-0.065-0.1260.000-0.053
multiplyintensity_0p25-0.014-0.007-0.018-0.004-0.0030.017-0.039-0.048-0.041-0.0390.0210.179-0.124-0.057-0.0550.006-0.022-0.030-0.085-0.038-0.081-0.1690.068-0.051-0.010-0.044-0.005-0.005-0.030-0.012-0.018-0.051-0.019-0.069-0.064-0.016-0.0700.075-0.028-0.0260.003-0.053-0.054-0.023-0.052-0.029-0.077-0.076-0.175-0.052-0.068-0.081-0.026-0.073-0.023-0.068-0.0180.043-0.0210.024-0.0300.0390.0080.095-0.013-0.033-0.029-0.0120.040-0.064-0.111-0.065-0.122-0.0110.011-0.049-0.009-0.0900.0000.010
multiplyintensity_2-0.0010.0010.0010.024-0.059-0.012-0.082-0.023-0.036-0.013-0.0130.205-0.011-0.026-0.054-0.015-0.047-0.025-0.108-0.034-0.033-0.0180.104-0.025-0.024-0.0640.007-0.003-0.038-0.012-0.021-0.051-0.003-0.035-0.081-0.0160.0250.066-0.022-0.0170.006-0.029-0.0610.022-0.022-0.044-0.041-0.007-0.137-0.011-0.025-0.0490.012-0.0070.0200.022-0.0090.019-0.0440.078-0.001-0.0750.0250.101-0.013-0.033-0.048-0.017-0.057-0.009-0.111-0.084-0.115-0.0070.033-0.011-0.065-0.1370.0000.072
contrastnormalization_0-0.006-0.030-0.003-0.0280.0570.032-0.012-0.0170.007-0.0130.0060.232-0.033-0.012-0.035-0.073-0.059-0.060-0.078-0.036-0.066-0.1470.083-0.1030.0000.011-0.002-0.004-0.012-0.012-0.011-0.0510.0300.037-0.081-0.0160.0260.141-0.004-0.005-0.002-0.015-0.0210.001-0.0400.002-0.017-0.022-0.129-0.009-0.006-0.024-0.011-0.0310.0450.020-0.0150.030-0.0020.0940.002-0.017-0.0140.100-0.013-0.033-0.025-0.0400.040-0.055-0.1110.003-0.0670.0070.038-0.009-0.065-0.0430.0000.072
contrastnormalization_1-0.011-0.029-0.0060.0080.0020.005-0.046-0.0160.005-0.018-0.0020.232-0.079-0.037-0.035-0.068-0.069-0.029-0.064-0.026-0.046-0.0290.066-0.0530.0020.0020.0010.007-0.054-0.012-0.024-0.0510.0140.007-0.064-0.016-0.0220.1220.0190.0010.020-0.013-0.032-0.003-0.0520.009-0.029-0.038-0.1080.0200.009-0.0090.003-0.0260.0450.006-0.0080.031-0.0020.056-0.0030.0170.0200.100-0.013-0.033-0.042-0.0100.0820.013-0.1110.020-0.0370.0000.033-0.032-0.065-0.0360.0000.072
contrastnormalization_2-0.004-0.014-0.004-0.0030.0810.023-0.008-0.025-0.001-0.0340.0010.218-0.033-0.006-0.042-0.041-0.052-0.020-0.078-0.017-0.054-0.0180.068-0.051-0.003-0.0110.007-0.005-0.037-0.0120.009-0.0510.014-0.010-0.072-0.0160.0110.118-0.001-0.0090.013-0.016-0.0230.004-0.052-0.004-0.011-0.043-0.1630.017-0.004-0.0050.033-0.0420.0450.015-0.0140.036-0.0840.1080.0090.0040.0090.088-0.013-0.0330.014-0.0330.082-0.032-0.111-0.028-0.0610.0060.0380.009-0.065-0.0440.0000.072
elastic_1-0.093-0.158-0.078-0.244-0.567-0.250-0.377-0.147-0.153-0.050-0.0830.047-0.170-0.127-0.141-0.304-0.276-0.200-0.214-0.223-0.224-0.427-0.474-0.364-0.034-0.206-0.023-0.005-0.192-0.012-0.102-0.051-0.019-0.161-0.081-0.016-0.156-0.057-0.156-0.085-0.071-0.073-0.128-0.044-0.052-0.126-0.142-0.092-0.217-0.006-0.067-0.044-0.105-0.154-0.090-0.103-0.104-0.244-0.140-0.334-0.136-0.358-0.281-0.279-0.013-0.044-0.212-0.060-0.252-0.309-0.111-0.201-0.378-0.058-0.182-0.088-0.231-0.2700.000-0.053
scaled_1p250.020-0.002-0.0110.0220.0240.037-0.043-0.0330.0180.0110.0080.2100.1030.026-0.0070.1020.0730.001-0.0260.0300.0130.0050.1350.0700.0040.0760.0010.060-0.0210.1500.061-0.0510.0470.0470.042-0.0060.0600.1580.068-0.0070.055-0.006-0.0410.050-0.0370.0000.067-0.0390.0020.1030.0500.0820.1130.0750.0620.0960.001-0.022-0.0550.0630.018-0.0170.0660.0930.018-0.0440.0070.0020.0260.0890.0560.048-0.0060.0200.1030.001-0.1200.0240.0000.072
scaled_0p75-0.096-0.077-0.079-0.069-0.043-0.089-0.050-0.074-0.088-0.052-0.0960.126-0.056-0.064-0.052-0.109-0.073-0.108-0.139-0.047-0.091-0.094-0.018-0.167-0.026-0.095-0.017-0.005-0.093-0.039-0.028-0.051-0.019-0.065-0.064-0.016-0.051-0.005-0.119-0.059-0.054-0.073-0.114-0.021-0.048-0.072-0.076-0.061-0.127-0.041-0.101-0.034-0.045-0.126-0.006-0.035-0.069-0.036-0.1300.107-0.038-0.092-0.086-0.031-0.013-0.033-0.124-0.049-0.127-0.116-0.111-0.102-0.107-0.019-0.051-0.063-0.065-0.1240.0000.072
scaled_0p5-0.168-0.103-0.104-0.120-0.226-0.140-0.187-0.089-0.120-0.073-0.169-0.137-0.238-0.074-0.100-0.197-0.197-0.164-0.190-0.105-0.216-0.291-0.141-0.235-0.032-0.146-0.023-0.005-0.138-0.039-0.089-0.051-0.019-0.132-0.081-0.016-0.152-0.055-0.156-0.079-0.071-0.090-0.114-0.042-0.040-0.101-0.122-0.084-0.155-0.098-0.164-0.089-0.076-0.150-0.141-0.040-0.096-0.147-0.160-0.080-0.101-0.233-0.232-0.127-0.044-0.044-0.202-0.039-0.127-0.201-0.111-0.139-0.180-0.042-0.118-0.088-0.120-0.2890.0000.072
scaled_(1p25, 1p0)0.0100.005-0.0250.0210.0710.017-0.016-0.0360.0500.0030.0120.166-0.0640.004-0.0200.0750.020-0.021-0.063-0.008-0.0320.0500.1040.0390.0090.008-0.0050.050-0.0310.0420.036-0.0030.0140.0620.007-0.0160.0380.1560.007-0.0100.047-0.008-0.0510.0130.002-0.0040.022-0.038-0.0610.0800.0310.0260.0910.0260.0620.013-0.003-0.016-0.0540.1200.0230.0080.0480.1440.003-0.044-0.050-0.0170.0820.0030.0560.047-0.0450.0240.028-0.015-0.176-0.0010.000-0.053
scaled_(0p75, 1p0)-0.065-0.057-0.064-0.0370.040-0.070-0.051-0.063-0.040-0.046-0.0610.179-0.067-0.040-0.047-0.088-0.073-0.073-0.090-0.069-0.075-0.116-0.007-0.155-0.029-0.055-0.0110.006-0.068-0.039-0.003-0.051-0.003-0.048-0.046-0.016-0.0260.066-0.053-0.036-0.018-0.046-0.076-0.007-0.046-0.016-0.047-0.053-0.090-0.030-0.057-0.0300.008-0.0480.011-0.005-0.046-0.008-0.0880.013-0.033-0.0830.0060.019-0.013-0.033-0.090-0.037-0.002-0.084-0.111-0.081-0.090-0.016-0.015-0.024-0.065-0.1250.0000.072
scaled_(1p0, 1p25)0.0140.0150.0020.0400.0100.026-0.023-0.0090.0240.0110.0170.2160.012-0.026-0.0180.0680.0350.008-0.039-0.018-0.044-0.0250.1220.028-0.0010.0310.0010.018-0.0360.0420.038-0.0030.0470.0020.007-0.0160.0500.1210.027-0.0190.021-0.017-0.0480.005-0.016-0.033-0.002-0.039-0.1200.0950.0070.0310.103-0.0020.0450.0550.0080.0570.0000.0570.0210.0360.0520.101-0.013-0.0330.0200.0000.0820.025-0.1110.026-0.0240.0080.0540.023-0.009-0.0180.0000.072
scaled_(1p0, 0p75)-0.044-0.036-0.033-0.0190.0280.027-0.035-0.049-0.021-0.050-0.0640.179-0.102-0.027-0.043-0.036-0.007-0.021-0.073-0.017-0.0660.0200.026-0.0510.001-0.091-0.005-0.004-0.051-0.012-0.015-0.051-0.003-0.036-0.046-0.016-0.0540.064-0.057-0.046-0.001-0.041-0.0640.013-0.034-0.032-0.049-0.081-0.108-0.034-0.054-0.0380.035-0.096-0.006-0.030-0.0340.012-0.0890.094-0.012-0.063-0.0240.0570.018-0.0330.001-0.039-0.002-0.012-0.111-0.014-0.112-0.006-0.021-0.015-0.065-0.0890.0000.072
translate_(0p1, 0p1)-0.070-0.068-0.068-0.0410.014-0.065-0.085-0.055-0.048-0.047-0.0660.126-0.064-0.035-0.050-0.087-0.034-0.080-0.068-0.038-0.077-0.0180.018-0.094-0.025-0.065-0.011-0.004-0.058-0.012-0.009-0.051-0.003-0.048-0.055-0.016-0.0260.064-0.069-0.053-0.023-0.057-0.063-0.006-0.046-0.041-0.041-0.076-0.109-0.045-0.044-0.0270.002-0.0590.011-0.010-0.050-0.016-0.1180.036-0.028-0.0450.0020.018-0.013-0.044-0.104-0.051-0.0020.070-0.111-0.079-0.117-0.016-0.035-0.052-0.120-0.0400.0000.072
translate_(0p1, -0p1)-0.033-0.023-0.0370.0100.039-0.048-0.027-0.0310.009-0.009-0.0030.218-0.067-0.035-0.0380.0200.005-0.040-0.067-0.007-0.0820.0200.050-0.060-0.0030.040-0.002-0.001-0.0310.0150.034-0.051-0.003-0.006-0.028-0.0160.0430.137-0.036-0.0280.004-0.033-0.034-0.007-0.0360.012-0.005-0.061-0.0760.0360.0060.0070.028-0.0080.0450.034-0.0290.030-0.0370.0630.019-0.0150.0020.058-0.013-0.033-0.006-0.0170.0400.037-0.111-0.006-0.095-0.0070.008-0.023-0.120-0.0170.0000.072
translate_(-0p1, 0p1)-0.017-0.021-0.040-0.0190.0380.020-0.068-0.0280.004-0.029-0.0190.232-0.018-0.011-0.018-0.0270.005-0.025-0.0650.020-0.0580.0280.0730.010-0.016-0.0310.0010.017-0.0250.0150.007-0.0510.0300.023-0.046-0.0160.0150.137-0.052-0.0140.029-0.035-0.0840.018-0.016-0.0140.018-0.030-0.0190.035-0.0100.0160.092-0.0480.0450.034-0.023-0.015-0.0700.0840.007-0.024-0.0050.0820.018-0.022-0.065-0.0280.040-0.0120.0560.001-0.0680.0110.022-0.020-0.065-0.0050.0000.072
translate_(-0p1, -0p1)0.018-0.007-0.0040.0430.0750.054-0.023-0.0020.0400.0190.0120.2750.0120.017-0.0130.1060.0750.009-0.0260.039-0.0100.0500.1350.0710.0170.0530.0010.0410.0000.1230.084-0.0030.0470.0580.007-0.0160.0810.2020.061-0.0030.0670.003-0.0710.0260.0020.0370.036-0.0400.0400.1230.0530.0720.1140.0410.0450.0680.0160.000-0.0390.1220.0570.0540.1010.1030.018-0.022-0.0110.0270.0400.0680.0560.0740.0090.0240.0970.001-0.0090.0190.0000.072
translate_(0p1, 0)-0.044-0.026-0.049-0.0120.037-0.041-0.020-0.058-0.021-0.043-0.0700.232-0.067-0.039-0.045-0.047-0.003-0.032-0.067-0.015-0.0760.0200.050-0.105-0.024-0.022-0.011-0.004-0.051-0.012-0.003-0.051-0.003-0.009-0.046-0.016-0.0020.095-0.046-0.035-0.014-0.039-0.014-0.007-0.042-0.007-0.018-0.053-0.084-0.030-0.028-0.0210.006-0.0120.0280.007-0.0370.010-0.0290.100-0.026-0.040-0.0070.074-0.013-0.044-0.033-0.0370.040-0.011-0.111-0.031-0.095-0.007-0.003-0.028-0.120-0.0030.0000.072
translate_(-0p1, 0)0.0100.012-0.0230.0060.0710.039-0.028-0.0240.0360.0030.0310.2230.103-0.003-0.0190.0760.0380.017-0.0550.043-0.0460.0200.1040.0500.0230.0200.0010.028-0.0050.0420.049-0.0030.0300.033-0.028-0.0160.0380.1580.0090.0040.060-0.006-0.0430.013-0.0200.0280.038-0.040-0.0020.0960.0180.0100.118-0.0080.0790.066-0.0050.011-0.0190.1040.0300.0420.0760.1290.034-0.044-0.031-0.0150.0400.0130.0560.022-0.0570.0310.054-0.018-0.065-0.0110.0000.072
translate_(0, 0p1)-0.023-0.055-0.031-0.0300.0650.010-0.093-0.024-0.009-0.044-0.0270.232-0.033-0.023-0.034-0.032-0.015-0.023-0.057-0.006-0.0690.0500.052-0.060-0.002-0.044-0.005-0.004-0.046-0.012-0.006-0.0510.014-0.028-0.055-0.0160.0080.083-0.029-0.018-0.001-0.039-0.0560.005-0.026-0.015-0.010-0.076-0.049-0.016-0.0220.0250.054-0.0590.0280.012-0.0080.039-0.0720.081-0.0220.0020.0040.0560.018-0.022-0.019-0.021-0.002-0.013-0.111-0.034-0.0540.000-0.010-0.031-0.065-0.0150.0000.072
translate_(0, -0p1)0.0160.0100.0110.0460.0440.024-0.044-0.0020.0330.0120.0120.245-0.011-0.007-0.0200.0670.025-0.001-0.038-0.019-0.0290.0880.1140.0250.0070.0520.004-0.002-0.0200.0420.019-0.0510.0300.0480.007-0.0160.0530.1950.055-0.0040.038-0.016-0.0420.018-0.0340.0150.034-0.0380.0030.1020.0290.0400.1080.0040.0450.0500.0050.0660.0030.1220.0400.0360.0500.100-0.013-0.0330.0400.0000.1230.052-0.1110.057-0.0150.0110.054-0.002-0.065-0.0110.0000.072
rotated_30.011-0.0170.0070.0440.0470.024-0.017-0.0180.022-0.0020.0210.218-0.033-0.003-0.0310.0310.015-0.017-0.051-0.004-0.036-0.0180.1040.0110.0100.0140.0010.028-0.016-0.0120.071-0.0350.0300.033-0.037-0.0160.0570.1480.030-0.0050.0260.005-0.0100.004-0.040-0.002-0.006-0.040-0.0760.038-0.0040.0110.0780.0140.0790.057-0.0040.015-0.0060.1360.0240.0200.0310.1050.003-0.044-0.073-0.0070.0680.055-0.1110.023-0.0510.0080.028-0.003-0.1200.0170.0000.072
rotated_50.0140.0030.0070.0580.0610.044-0.047-0.0230.003-0.002-0.0270.214-0.102-0.030-0.0290.1050.018-0.016-0.0450.015-0.0470.0280.0830.004-0.0100.0180.0150.039-0.0150.0150.0680.0450.0300.035-0.046-0.0160.0130.1410.052-0.0090.046-0.004-0.0190.012-0.0280.001-0.009-0.007-0.0120.0290.019-0.0150.1000.0010.0410.078-0.0010.064-0.0210.1090.0270.0100.0300.1130.003-0.033-0.005-0.0090.1230.007-0.1110.034-0.0380.0180.008-0.025-0.0650.0100.0000.072
rotated_100.0170.0080.0110.0540.0200.019-0.015-0.0360.0170.0080.0070.157-0.170-0.022-0.0370.0780.030-0.029-0.046-0.005-0.041-0.0410.0940.0080.014-0.0180.0150.056-0.0150.0420.1190.0450.0300.035-0.046-0.0160.0280.1320.011-0.0140.013-0.021-0.0240.030-0.0240.003-0.001-0.0170.0190.0650.0260.0010.0990.0520.0570.0780.0050.027-0.0450.1230.0380.0210.0600.166-0.013-0.033-0.009-0.0070.0820.019-0.1110.037-0.0580.0180.044-0.029-0.0650.0200.0000.072
rotated_45-0.030-0.030-0.035-0.018-0.238-0.200-0.313-0.081-0.153-0.047-0.0200.205-0.306-0.077-0.0470.036-0.017-0.155-0.108-0.183-0.174-0.1540.083-0.043-0.014-0.140-0.0230.048-0.0910.0420.0800.0920.030-0.0610.0070.0030.0510.0490.019-0.060-0.037-0.044-0.016-0.019-0.016-0.0100.006-0.057-0.0330.0740.0460.0130.0660.0110.011-0.017-0.088-0.193-0.157-0.104-0.028-0.102-0.0680.0800.018-0.022-0.0010.025-0.168-0.192-0.111-0.122-0.191-0.0030.054-0.106-0.194-0.1210.0000.072
rotated_60-0.077-0.034-0.085-0.087-0.305-0.261-0.449-0.120-0.160-0.055-0.1450.126-0.306-0.086-0.064-0.043-0.052-0.212-0.170-0.196-0.234-0.1540.028-0.122-0.014-0.166-0.0170.027-0.0970.0420.012-0.003-0.003-0.074-0.011-0.016-0.031-0.007-0.012-0.065-0.049-0.067-0.009-0.021-0.034-0.0260.005-0.059-0.0640.0880.0300.0300.0450.016-0.017-0.082-0.091-0.251-0.145-0.154-0.061-0.176-0.096-0.0190.018-0.011-0.0250.031-0.252-0.297-0.111-0.187-0.242-0.0160.009-0.119-0.231-0.1800.0000.072
rotated_90-0.121-0.036-0.121-0.129-0.436-0.268-0.427-0.144-0.160-0.065-0.243-0.005-0.306-0.127-0.066-0.055-0.224-0.228-0.208-0.200-0.304-0.404-0.052-0.147-0.027-0.169-0.011-0.005-0.0960.042-0.049-0.051-0.019-0.061-0.064-0.016-0.124-0.065-0.034-0.075-0.068-0.085-0.065-0.028-0.010-0.034-0.023-0.058-0.0610.059-0.0290.0040.0450.000-0.006-0.066-0.088-0.261-0.155-0.219-0.122-0.233-0.132-0.226-0.044-0.033-0.104-0.017-0.252-0.297-0.111-0.187-0.337-0.021-0.005-0.119-0.176-0.1980.0000.072
flipH-0.003-0.0000.0030.0210.0990.014-0.0020.0070.005-0.0130.0660.249-0.1610.035-0.0200.004-0.0170.014-0.0030.037-0.023-0.0180.0700.070-0.0170.014-0.0020.008-0.0030.0420.0110.0130.047-0.0160.051-0.016-0.0030.153-0.0340.004-0.001-0.006-0.0740.034-0.0180.0130.018-0.0560.0230.049-0.0110.0250.043-0.0380.0450.0030.0080.067-0.033-0.0030.011-0.0200.1320.0060.003-0.011-0.0340.0040.026-0.023-0.111-0.024-0.0600.0180.019-0.0310.1020.0290.0000.072
flipV-0.098-0.071-0.111-0.122-0.218-0.084-0.143-0.142-0.123-0.044-0.0340.179-0.261-0.068-0.046-0.057-0.231-0.211-0.260-0.154-0.304-0.5410.047-0.103-0.017-0.183-0.0230.006-0.1290.0420.0130.0450.014-0.006-0.081-0.016-0.063-0.021-0.049-0.058-0.046-0.073-0.0610.018-0.028-0.036-0.005-0.061-0.1130.060-0.003-0.003-0.0090.064-0.107-0.068-0.080-0.254-0.154-0.130-0.093-0.189-0.100-0.0820.018-0.044-0.025-0.012-0.127-0.169-0.111-0.129-0.156-0.011-0.001-0.066-0.176-0.2160.0000.072
dropout-0.025-0.058-0.044-0.039-0.186-0.137-0.091-0.033-0.057-0.029-0.0070.074-0.147-0.050-0.108-0.251-0.210-0.099-0.147-0.120-0.191-0.351-0.011-0.092-0.034-0.070-0.011-0.005-0.088-0.039-0.037-0.051-0.019-0.150-0.081-0.016-0.105-0.057-0.083-0.042-0.051-0.069-0.074-0.015-0.040-0.051-0.106-0.107-0.217-0.052-0.035-0.063-0.072-0.155-0.090-0.077-0.055-0.047-0.1150.023-0.028-0.291-0.123-0.077-0.013-0.044-0.114-0.060-0.210-0.264-0.111-0.179-0.350-0.040-0.080-0.044-0.083-0.1800.000-0.053
Recall for model e2e_mask_rcnn_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.0070.0080.0080.0070.0470.015-0.007-0.031-0.002-0.008-0.0600.1200.016-0.017-0.0350.026-0.051-0.014-0.093-0.007-0.043-0.1410.104-0.004-0.005-0.049-0.005-0.013-0.040-0.021-0.007-0.0100.026-0.034-0.062-0.0200.0440.1400.030-0.0080.027-0.014-0.0210.011-0.0300.004-0.050-0.048-0.058-0.0010.007-0.0090.055-0.0100.0880.0080.0050.068-0.0280.0940.0230.0290.0180.1210.004-0.0090.041-0.0010.0340.074-0.056-0.001-0.028-0.0000.006-0.004-0.083-0.061-0.0910.055
gaussianblur_10-0.147-0.145-0.111-0.246-0.548-0.281-0.514-0.178-0.157-0.069-0.371-0.249-0.211-0.125-0.131-0.431-0.312-0.300-0.287-0.233-0.437-0.565-0.490-0.534-0.031-0.244-0.023-0.013-0.200-0.048-0.085-0.058-0.023-0.185-0.097-0.020-0.152-0.132-0.155-0.086-0.082-0.091-0.130-0.050-0.063-0.113-0.133-0.098-0.2120.025-0.223-0.066-0.138-0.176-0.124-0.101-0.116-0.274-0.192-0.360-0.122-0.461-0.229-0.209-0.011-0.048-0.212-0.044-0.174-0.267-0.056-0.208-0.399-0.065-0.182-0.119-0.250-0.440-0.091-0.070
gaussianblur_20-0.235-0.145-0.124-0.246-0.548-0.333-0.550-0.182-0.157-0.074-0.412-0.407-0.257-0.129-0.141-0.452-0.409-0.333-0.287-0.238-0.484-0.610-0.490-0.568-0.031-0.244-0.023-0.013-0.200-0.048-0.085-0.058-0.023-0.185-0.097-0.020-0.152-0.132-0.155-0.089-0.082-0.095-0.130-0.050-0.063-0.139-0.156-0.121-0.212-0.065-0.223-0.106-0.138-0.232-0.200-0.129-0.116-0.274-0.192-0.380-0.142-0.509-0.347-0.267-0.042-0.048-0.212-0.044-0.258-0.267-0.056-0.208-0.399-0.065-0.193-0.119-0.250-0.440-0.091-0.070
superpixels_0p1-0.051-0.136-0.062-0.131-0.287-0.217-0.183-0.042-0.111-0.037-0.1070.120-0.121-0.074-0.113-0.328-0.260-0.281-0.237-0.154-0.361-0.360-0.302-0.409-0.031-0.173-0.023-0.013-0.132-0.048-0.068-0.058-0.006-0.124-0.097-0.020-0.137-0.114-0.143-0.051-0.053-0.060-0.130-0.042-0.063-0.098-0.108-0.086-0.118-0.038-0.054-0.030-0.049-0.074-0.0050.065-0.084-0.191-0.106-0.297-0.055-0.086-0.069-0.131-0.011-0.037-0.035-0.028-0.008-0.154-0.056-0.151-0.135-0.044-0.098-0.069-0.250-0.249-0.091-0.070
superpixels_0p5-0.150-0.136-0.102-0.200-0.453-0.312-0.405-0.110-0.141-0.048-0.2600.067-0.189-0.106-0.121-0.361-0.372-0.320-0.287-0.238-0.470-0.542-0.458-0.484-0.031-0.207-0.023-0.013-0.179-0.048-0.085-0.058-0.023-0.129-0.097-0.020-0.152-0.132-0.155-0.081-0.082-0.077-0.130-0.050-0.063-0.129-0.169-0.121-0.191-0.062-0.157-0.042-0.138-0.174-0.1120.012-0.112-0.242-0.187-0.360-0.128-0.355-0.157-0.200-0.042-0.048-0.153-0.044-0.133-0.243-0.056-0.208-0.250-0.057-0.150-0.119-0.250-0.356-0.091-0.070
superpixels_0p85-0.237-0.145-0.120-0.237-0.548-0.333-0.541-0.182-0.157-0.064-0.385-0.038-0.257-0.129-0.136-0.438-0.409-0.333-0.287-0.238-0.484-0.610-0.479-0.551-0.031-0.216-0.023-0.013-0.200-0.048-0.085-0.058-0.023-0.172-0.097-0.020-0.152-0.132-0.155-0.086-0.082-0.091-0.130-0.050-0.063-0.139-0.181-0.121-0.212-0.123-0.199-0.098-0.138-0.223-0.149-0.101-0.116-0.274-0.151-0.380-0.142-0.509-0.259-0.267-0.042-0.048-0.192-0.044-0.258-0.267-0.056-0.208-0.399-0.065-0.193-0.119-0.250-0.440-0.091-0.070
colorspace_25-0.0130.007-0.0010.0020.0230.045-0.002-0.006-0.000-0.035-0.0230.0670.0610.023-0.0350.009-0.072-0.012-0.099-0.026-0.0380.0180.087-0.109-0.0010.0150.016-0.013-0.014-0.0210.013-0.0100.0100.006-0.097-0.0200.0360.1030.0070.0000.041-0.021-0.017-0.021-0.053-0.001-0.072-0.059-0.181-0.008-0.042-0.106-0.101-0.157-0.098-0.0200.0010.016-0.0000.0830.002-0.0320.0600.144-0.011-0.037-0.037-0.0170.076-0.003-0.056-0.047-0.123-0.0030.0430.042-0.028-0.0380.242-0.070
colorspace_50-0.0190.001-0.013-0.0000.0390.0230.007-0.031-0.006-0.025-0.0280.041-0.0300.004-0.0350.025-0.068-0.032-0.131-0.057-0.0620.0260.055-0.095-0.0070.001-0.005-0.013-0.007-0.0210.001-0.0100.010-0.016-0.097-0.0200.0390.112-0.011-0.0130.033-0.020-0.030-0.019-0.0330.008-0.095-0.105-0.212-0.050-0.099-0.106-0.133-0.166-0.081-0.004-0.0120.028-0.0550.130-0.0010.0130.0540.130-0.011-0.048-0.021-0.0170.034-0.017-0.056-0.023-0.150-0.0060.0430.023-0.028-0.0790.242-0.070
averageblur_5_11-0.008-0.021-0.024-0.006-0.0880.042-0.055-0.049-0.043-0.032-0.0650.1200.061-0.039-0.077-0.033-0.133-0.061-0.162-0.054-0.089-0.3000.068-0.156-0.024-0.0470.001-0.013-0.063-0.021-0.022-0.058-0.006-0.116-0.097-0.020-0.0380.085-0.015-0.018-0.011-0.035-0.043-0.034-0.044-0.020-0.075-0.074-0.0710.022-0.048-0.005-0.0380.0070.088-0.020-0.037-0.106-0.0810.012-0.0020.013-0.0090.064-0.011-0.026-0.006-0.023-0.049-0.057-0.056-0.034-0.104-0.0170.011-0.006-0.083-0.162-0.091-0.070
medianblur_1-0.003-0.060-0.033-0.019-0.100-0.053-0.019-0.071-0.083-0.016-0.0830.1200.016-0.048-0.068-0.059-0.051-0.110-0.1180.013-0.058-0.1180.047-0.105-0.014-0.012-0.005-0.013-0.113-0.021-0.011-0.0580.026-0.050-0.097-0.0200.0140.046-0.019-0.0140.011-0.040-0.0900.003-0.057-0.018-0.079-0.061-0.1030.022-0.070-0.0200.006-0.018-0.0050.045-0.029-0.059-0.092-0.002-0.0040.048-0.0460.075-0.011-0.015-0.058-0.024-0.049-0.058-0.056-0.027-0.069-0.0370.028-0.028-0.120-0.079-0.0910.055
sharpen_0-0.0100.008-0.010-0.019-0.033-0.037-0.003-0.0160.003-0.016-0.0180.1460.016-0.015-0.056-0.001-0.083-0.036-0.115-0.051-0.061-0.0420.094-0.026-0.011-0.055-0.004-0.013-0.023-0.021-0.007-0.0580.010-0.038-0.079-0.0200.0060.1080.006-0.0140.024-0.037-0.045-0.008-0.051-0.017-0.024-0.090-0.1180.084-0.007-0.028-0.003-0.0520.071-0.0180.0020.051-0.009-0.074-0.005-0.073-0.0180.112-0.011-0.026-0.024-0.0160.076-0.034-0.056-0.089-0.097-0.0100.0380.034-0.028-0.0880.242-0.070
sharpen_1-0.0010.014-0.010-0.036-0.060-0.007-0.036-0.010-0.000-0.016-0.0530.120-0.0070.010-0.047-0.039-0.083-0.049-0.112-0.084-0.065-0.1330.092-0.0570.001-0.028-0.000-0.002-0.000-0.0210.018-0.0580.010-0.024-0.079-0.0200.0130.1160.036-0.0200.014-0.029-0.050-0.015-0.035-0.024-0.061-0.084-0.0830.1050.013-0.042-0.003-0.0550.071-0.033-0.0000.074-0.027-0.023-0.0170.032-0.0040.110-0.011-0.026-0.019-0.0100.076-0.044-0.056-0.076-0.098-0.0100.0330.014-0.028-0.100-0.091-0.070
sharpen_2-0.005-0.002-0.009-0.028-0.048-0.006-0.020-0.0180.003-0.022-0.0280.1200.0160.006-0.039-0.006-0.060-0.026-0.118-0.106-0.054-0.0350.088-0.0430.001-0.034-0.0010.008-0.016-0.021-0.000-0.0580.010-0.035-0.079-0.020-0.0000.1160.019-0.020-0.004-0.025-0.050-0.015-0.051-0.031-0.044-0.083-0.1150.1170.006-0.019-0.016-0.0650.029-0.014-0.0070.075-0.026-0.047-0.012-0.021-0.0160.128-0.011-0.0260.026-0.0170.034-0.050-0.056-0.022-0.116-0.0070.033-0.029-0.139-0.111-0.091-0.070
addintensity_-80-0.0200.001-0.011-0.0230.027-0.047-0.018-0.065-0.029-0.0270.0190.0670.016-0.017-0.043-0.049-0.078-0.066-0.125-0.021-0.142-0.2010.078-0.020-0.015-0.030-0.005-0.002-0.098-0.021-0.001-0.0580.010-0.024-0.079-0.0200.0050.1090.001-0.0300.011-0.039-0.032-0.023-0.0510.012-0.000-0.067-0.135-0.045-0.055-0.0350.023-0.0060.071-0.007-0.042-0.084-0.082-0.010-0.000-0.032-0.0140.037-0.011-0.037-0.013-0.023-0.008-0.071-0.056-0.047-0.145-0.0070.001-0.030-0.194-0.132-0.0910.055
addintensity_800.0030.001-0.0010.001-0.0210.010-0.038-0.0390.000-0.016-0.0140.120-0.007-0.026-0.0460.010-0.026-0.003-0.125-0.007-0.026-0.0420.088-0.023-0.004-0.0180.0060.0190.018-0.021-0.012-0.0100.010-0.026-0.088-0.0200.0330.1300.048-0.0000.018-0.0130.0100.002-0.0270.006-0.019-0.013-0.0420.086-0.018-0.0630.012-0.0200.0570.012-0.0020.014-0.0560.0470.009-0.0460.0220.120-0.011-0.0260.023-0.0240.159-0.027-0.056-0.027-0.044-0.0120.0330.007-0.083-0.0850.2420.055
elementrandomintensity_1-0.026-0.029-0.026-0.063-0.314-0.141-0.221-0.078-0.083-0.037-0.0560.120-0.121-0.072-0.105-0.188-0.156-0.125-0.193-0.125-0.268-0.1790.047-0.126-0.024-0.042-0.011-0.002-0.127-0.048-0.029-0.058-0.006-0.110-0.097-0.020-0.0650.013-0.060-0.076-0.036-0.067-0.077-0.042-0.063-0.059-0.169-0.121-0.212-0.110-0.073-0.106-0.088-0.162-0.030-0.043-0.082-0.192-0.147-0.308-0.045-0.198-0.217-0.228-0.042-0.048-0.192-0.044-0.174-0.230-0.056-0.187-0.385-0.065-0.139-0.057-0.139-0.089-0.091-0.070
multiplyintensity_0p25-0.010-0.010-0.0210.022-0.0010.0090.017-0.024-0.034-0.037-0.0140.120-0.030-0.015-0.0420.004-0.071-0.022-0.112-0.028-0.099-0.1250.047-0.009-0.002-0.063-0.002-0.013-0.050-0.021-0.035-0.058-0.006-0.055-0.097-0.020-0.0200.0670.000-0.0340.025-0.053-0.0370.002-0.047-0.030-0.041-0.121-0.0970.009-0.054-0.0680.022-0.011-0.030-0.073-0.0230.003-0.050-0.025-0.016-0.0160.0180.087-0.011-0.0320.014-0.0330.0340.010-0.056-0.072-0.117-0.0120.011-0.053-0.028-0.063-0.091-0.070
multiplyintensity_20.002-0.009-0.0100.022-0.011-0.011-0.014-0.033-0.020-0.019-0.0740.172-0.007-0.031-0.0470.029-0.054-0.012-0.121-0.057-0.037-0.0650.0880.0030.006-0.0490.0070.008-0.050-0.0210.015-0.0580.026-0.008-0.088-0.020-0.0100.0790.015-0.0080.017-0.021-0.0330.003-0.039-0.047-0.032-0.067-0.1210.009-0.020-0.046-0.011-0.012-0.0050.0010.0010.002-0.0200.0310.008-0.0570.0250.108-0.011-0.026-0.026-0.017-0.049-0.000-0.056-0.072-0.082-0.0100.0330.008-0.083-0.165-0.0910.055
contrastnormalization_0-0.0090.005-0.005-0.0090.0390.0050.020-0.031-0.003-0.019-0.0280.172-0.052-0.010-0.033-0.009-0.088-0.015-0.107-0.041-0.020-0.0800.061-0.093-0.003-0.005-0.0040.008-0.020-0.021-0.004-0.0100.010-0.001-0.097-0.0200.0280.1170.020-0.0010.026-0.0150.001-0.005-0.0360.011-0.007-0.074-0.1310.040-0.000-0.0130.015-0.0390.046-0.0090.0120.066-0.0270.0680.0070.0610.0360.133-0.011-0.026-0.024-0.0260.034-0.025-0.056-0.015-0.0770.0030.0220.029-0.083-0.056-0.0910.055
contrastnormalization_1-0.005-0.031-0.008-0.0150.003-0.013-0.015-0.025-0.019-0.016-0.0000.1460.0160.000-0.032-0.026-0.063-0.052-0.137-0.033-0.043-0.0880.088-0.0040.006-0.003-0.0050.008-0.028-0.021-0.028-0.0100.0260.003-0.097-0.0200.0130.1460.043-0.0060.041-0.011-0.0380.011-0.023-0.008-0.022-0.058-0.0920.0440.001-0.0110.037-0.0240.073-0.0040.0070.046-0.0210.0170.0040.0000.0180.099-0.011-0.0150.007-0.016-0.0080.012-0.056-0.019-0.0440.0050.0220.044-0.083-0.039-0.0910.055
contrastnormalization_2-0.006-0.0160.001-0.0020.0820.021-0.024-0.0390.000-0.032-0.0390.1990.0160.002-0.035-0.009-0.051-0.038-0.112-0.015-0.0750.0030.066-0.033-0.011-0.001-0.0000.008-0.056-0.021-0.007-0.0100.010-0.021-0.062-0.0200.0440.1220.030-0.0160.021-0.016-0.030-0.015-0.023-0.0070.006-0.057-0.1180.030-0.0200.0050.060-0.0220.0540.0110.0090.044-0.0180.041-0.0000.0040.0310.106-0.011-0.015-0.011-0.0100.076-0.009-0.0560.025-0.0840.0010.0330.042-0.083-0.0170.2420.055
elastic_1-0.071-0.145-0.077-0.235-0.548-0.266-0.468-0.171-0.141-0.058-0.121-0.038-0.166-0.112-0.131-0.321-0.267-0.195-0.250-0.228-0.241-0.406-0.453-0.393-0.031-0.222-0.023-0.013-0.200-0.021-0.085-0.058-0.006-0.151-0.097-0.020-0.1520.001-0.131-0.084-0.082-0.070-0.130-0.050-0.063-0.120-0.160-0.105-0.2120.030-0.104-0.063-0.138-0.153-0.115-0.046-0.111-0.257-0.131-0.360-0.138-0.134-0.265-0.267-0.011-0.048-0.212-0.044-0.258-0.267-0.056-0.208-0.399-0.065-0.193-0.088-0.250-0.279-0.091-0.070
scaled_1p250.0260.019-0.0100.0570.0390.052-0.028-0.0300.0600.013-0.0350.1590.1070.005-0.0160.1510.0510.046-0.0640.0350.0120.0490.1280.060-0.0050.0490.0070.0740.0130.1410.071-0.0100.0430.0420.035-0.0200.0710.1780.074-0.0120.049-0.008-0.0370.0240.0090.0050.078-0.044-0.0120.0850.0610.0580.1520.0590.0630.0330.018-0.009-0.0370.0800.0220.0230.0790.1420.004-0.037-0.0220.0250.0340.101-0.0560.055-0.0580.0280.1030.010-0.139-0.012-0.0910.055
scaled_0p75-0.097-0.070-0.077-0.048-0.120-0.112-0.042-0.082-0.076-0.056-0.0710.067-0.052-0.062-0.040-0.091-0.096-0.113-0.170-0.075-0.085-0.125-0.021-0.162-0.028-0.113-0.011-0.013-0.109-0.048-0.015-0.058-0.023-0.081-0.062-0.020-0.0620.017-0.138-0.057-0.046-0.070-0.097-0.033-0.056-0.081-0.064-0.074-0.113-0.049-0.121-0.031-0.049-0.111-0.013-0.011-0.072-0.019-0.1210.012-0.051-0.096-0.0340.002-0.011-0.037-0.088-0.035-0.133-0.031-0.056-0.106-0.107-0.026-0.048-0.072-0.083-0.173-0.0910.055
scaled_0p5-0.160-0.088-0.100-0.133-0.207-0.159-0.132-0.099-0.117-0.066-0.217-0.144-0.189-0.068-0.094-0.194-0.221-0.171-0.208-0.110-0.223-0.292-0.156-0.247-0.029-0.146-0.023-0.013-0.146-0.048-0.076-0.058-0.023-0.138-0.097-0.020-0.148-0.072-0.155-0.080-0.074-0.091-0.117-0.050-0.063-0.103-0.119-0.090-0.135-0.103-0.199-0.098-0.082-0.117-0.115-0.029-0.102-0.148-0.156-0.089-0.096-0.240-0.219-0.100-0.042-0.048-0.202-0.024-0.174-0.168-0.056-0.158-0.212-0.050-0.118-0.076-0.139-0.287-0.0910.055
scaled_(1p25, 1p0)0.0130.001-0.0160.0460.0900.013-0.008-0.0410.042-0.011-0.0130.1370.0160.007-0.0200.1160.0010.016-0.096-0.026-0.0080.0790.0880.0660.013-0.0160.0010.054-0.0040.0330.035-0.0580.0260.039-0.027-0.0200.0420.1490.0510.0010.036-0.018-0.0220.015-0.0090.0080.042-0.068-0.0800.0670.0280.0260.1260.0390.0880.0350.0020.033-0.0340.1050.0360.0570.0600.1680.036-0.026-0.036-0.0030.0340.100-0.0560.048-0.0200.0380.049-0.024-0.139-0.043-0.091-0.008
scaled_(0p75, 1p0)-0.061-0.021-0.064-0.036-0.025-0.063-0.005-0.067-0.049-0.046-0.0810.120-0.015-0.061-0.035-0.074-0.081-0.094-0.131-0.047-0.068-0.1100.019-0.118-0.024-0.055-0.008-0.013-0.064-0.0480.001-0.010-0.006-0.053-0.097-0.020-0.0290.061-0.037-0.0340.000-0.049-0.079-0.013-0.048-0.061-0.020-0.074-0.118-0.035-0.059-0.0260.001-0.0470.0210.017-0.050-0.012-0.089-0.036-0.030-0.0700.0300.015-0.011-0.037-0.071-0.0230.034-0.046-0.056-0.070-0.091-0.025-0.026-0.045-0.028-0.078-0.0910.055
scaled_(1p0, 1p25)0.0190.0110.0030.0100.051-0.003-0.038-0.0010.0170.013-0.0190.1640.061-0.004-0.0200.101-0.0090.005-0.081-0.037-0.047-0.0650.1300.053-0.0000.032-0.0020.0350.0140.0330.057-0.0100.0260.025-0.044-0.0200.0440.1360.048-0.0050.064-0.029-0.0390.015-0.024-0.0020.035-0.021-0.0230.0710.0120.0200.0650.0130.0570.0350.0160.099-0.020-0.0110.0060.0080.0890.125-0.011-0.0480.0190.0220.1590.037-0.0560.007-0.0010.0010.0440.025-0.028-0.074-0.0910.055
scaled_(1p0, 0p75)-0.047-0.042-0.038-0.0080.049-0.023-0.003-0.059-0.027-0.043-0.0930.093-0.030-0.001-0.038-0.023-0.032-0.063-0.114-0.013-0.0790.0180.031-0.026-0.013-0.119-0.0050.008-0.055-0.0210.005-0.010-0.006-0.048-0.053-0.020-0.0550.066-0.068-0.041-0.004-0.049-0.057-0.012-0.023-0.030-0.024-0.069-0.0680.002-0.070-0.0170.022-0.0630.004-0.041-0.0260.062-0.1040.089-0.019-0.003-0.0250.0590.020-0.026-0.045-0.024-0.0910.020-0.056-0.053-0.049-0.018-0.021-0.030-0.083-0.120-0.091-0.008
translate_(0p1, 0p1)-0.063-0.052-0.065-0.0360.023-0.059-0.055-0.058-0.043-0.046-0.0860.120-0.015-0.054-0.047-0.085-0.081-0.089-0.137-0.023-0.079-0.0420.047-0.073-0.014-0.075-0.011-0.013-0.077-0.048-0.011-0.058-0.006-0.060-0.062-0.020-0.0150.053-0.067-0.057-0.016-0.058-0.050-0.031-0.059-0.047-0.028-0.046-0.113-0.028-0.058-0.0330.018-0.0470.021-0.006-0.0510.036-0.1130.004-0.032-0.0570.0220.054-0.011-0.026-0.119-0.033-0.0080.043-0.056-0.088-0.111-0.026-0.032-0.014-0.194-0.083-0.0910.055
translate_(0p1, -0p1)-0.033-0.009-0.0400.0110.011-0.029-0.010-0.0320.022-0.009-0.0540.133-0.109-0.020-0.040-0.012-0.026-0.080-0.107-0.023-0.0630.0110.057-0.039-0.0060.035-0.011-0.002-0.0360.0060.008-0.010-0.006-0.020-0.027-0.0200.0450.125-0.007-0.0270.008-0.034-0.030-0.001-0.039-0.018-0.002-0.083-0.0540.046-0.005-0.0070.045-0.0040.037-0.004-0.0280.030-0.0370.011-0.0090.039-0.0030.116-0.011-0.0260.0030.0200.0760.024-0.0560.002-0.068-0.016-0.0050.005-0.194-0.036-0.0910.055
translate_(-0p1, 0p1)-0.016-0.007-0.0380.0110.0350.010-0.024-0.0350.016-0.035-0.0320.120-0.007-0.022-0.0120.015-0.016-0.029-0.0540.005-0.0380.0940.0660.020-0.021-0.053-0.0050.051-0.0290.0060.025-0.0580.026-0.008-0.044-0.0200.0260.147-0.025-0.0140.023-0.040-0.0330.0050.009-0.0040.012-0.025-0.0420.0190.0060.0280.099-0.0160.0540.031-0.021-0.032-0.0620.065-0.0060.0350.0320.1000.020-0.015-0.078-0.0140.0340.008-0.056-0.017-0.0720.0200.001-0.020-0.028-0.023-0.0910.055
translate_(-0p1, -0p1)0.0200.021-0.0060.0480.0470.0430.031-0.0150.0500.0180.0040.1370.0610.011-0.0160.1540.0310.015-0.0540.0730.0220.0560.1390.1010.0240.0650.0010.0510.0570.1410.068-0.0100.0510.0320.008-0.0110.0860.1830.086-0.0020.065-0.004-0.0320.030-0.0030.0000.055-0.0390.0520.1100.0790.0480.1250.0570.0710.1140.0190.001-0.0070.0710.0300.1450.0950.1830.036-0.0430.0010.0380.0340.004-0.0560.048-0.0420.0340.108-0.002-0.0280.015-0.0910.055
translate_(0p1, 0)-0.039-0.022-0.052-0.0050.027-0.052-0.039-0.059-0.023-0.041-0.0800.120-0.018-0.053-0.050-0.049-0.091-0.066-0.108-0.026-0.0580.0110.086-0.056-0.027-0.060-0.002-0.006-0.063-0.0210.001-0.010-0.006-0.033-0.079-0.0200.0010.100-0.015-0.0330.012-0.041-0.030-0.005-0.035-0.001-0.052-0.074-0.052-0.034-0.031-0.0150.045-0.0480.0370.003-0.0320.011-0.072-0.009-0.0200.0070.0310.077-0.011-0.037-0.008-0.0230.0760.038-0.056-0.032-0.065-0.016-0.030-0.024-0.139-0.029-0.0910.055
translate_(-0p1, 0)0.0110.017-0.0280.0110.0750.0110.022-0.0220.043-0.008-0.0040.1110.0160.017-0.0190.092-0.0090.010-0.0810.0610.0080.0790.0970.0880.013-0.001-0.0030.0620.0170.0330.0150.0370.0260.053-0.044-0.0200.0430.1420.0420.0140.047-0.009-0.0250.0150.0070.0210.006-0.0390.0070.0560.0380.0350.0960.0270.1310.0450.0040.037-0.0070.0850.0160.1130.0580.1190.067-0.026-0.034-0.0030.0760.048-0.056-0.0030.0250.0310.054-0.022-0.0830.006-0.0910.055
translate_(0, 0p1)-0.027-0.034-0.026-0.0210.0710.017-0.056-0.026-0.013-0.045-0.0440.0670.016-0.038-0.038-0.018-0.041-0.067-0.078-0.004-0.0670.0260.057-0.027-0.015-0.047-0.005-0.013-0.036-0.0210.005-0.010-0.006-0.024-0.062-0.0200.0000.089-0.014-0.0260.007-0.030-0.0230.006-0.029-0.020-0.015-0.067-0.064-0.007-0.030-0.0020.044-0.0320.037-0.005-0.0160.048-0.0840.030-0.0210.0680.0180.078-0.011-0.015-0.004-0.010-0.008-0.019-0.056-0.032-0.080-0.011-0.015-0.018-0.083-0.049-0.0910.055
translate_(0, -0p1)0.0150.0210.0110.0420.051-0.005-0.033-0.0140.0440.018-0.0180.1460.016-0.013-0.0190.1200.009-0.020-0.0800.016-0.0450.0560.1400.0380.0130.042-0.0050.0190.0090.0330.004-0.0100.0260.034-0.027-0.0200.0520.1480.071-0.0070.048-0.017-0.0450.018-0.015-0.0040.025-0.039-0.0320.0900.0330.0330.0670.0120.0540.0680.0150.054-0.0110.0460.0300.1000.0750.1290.020-0.0090.0280.0090.1170.058-0.0560.065-0.0680.0080.0650.017-0.083-0.029-0.0910.055
rotated_30.0090.0070.0070.0140.0510.007-0.011-0.0160.022-0.003-0.0100.0980.0390.018-0.0310.038-0.004-0.042-0.0900.015-0.032-0.0650.1140.0160.003-0.0370.0020.026-0.033-0.0210.043-0.0100.0260.002-0.062-0.0200.0600.1320.018-0.0120.057-0.007-0.0290.003-0.036-0.009-0.001-0.037-0.0430.0540.0280.0180.1010.0250.0710.0380.0060.033-0.0260.0790.0420.0740.0230.107-0.0110.0020.0020.0000.1170.038-0.0560.018-0.0640.0090.0330.002-0.083-0.022-0.0910.055
rotated_50.0150.0150.0120.0330.1100.004-0.017-0.0160.0310.002-0.0190.104-0.0830.014-0.0230.114-0.036-0.045-0.1010.035-0.050-0.0350.0760.0090.0010.024-0.0030.003-0.0380.0060.0430.0370.0260.033-0.062-0.0200.0710.1520.042-0.0060.057-0.009-0.0300.003-0.019-0.0070.002-0.045-0.0160.0390.0260.0090.1150.0490.0790.0620.0150.031-0.0310.0590.0350.0330.0490.1270.0040.0070.0320.0060.1170.024-0.0560.0470.0020.0080.019-0.029-0.102-0.003-0.0910.055
rotated_100.0230.0190.0080.0320.031-0.0140.013-0.018-0.003-0.000-0.0090.098-0.0070.007-0.0160.0940.009-0.059-0.0930.011-0.037-0.0350.0870.020-0.007-0.017-0.0090.047-0.0100.0330.1410.0850.0260.008-0.062-0.0010.0300.156-0.001-0.0140.036-0.005-0.0480.0220.014-0.0180.021-0.0090.0150.0900.0310.0080.1120.0710.0580.0590.0180.013-0.0450.0940.046-0.0080.0520.119-0.011-0.0200.0060.0060.0760.042-0.0560.068-0.0320.0050.033-0.043-0.083-0.047-0.0910.055
rotated_45-0.0090.020-0.0200.014-0.132-0.102-0.205-0.119-0.138-0.040-0.1350.199-0.257-0.087-0.0760.0920.017-0.133-0.108-0.144-0.131-0.1250.085-0.0260.003-0.124-0.0080.051-0.0580.0740.0900.0850.026-0.017-0.001-0.0010.0450.0570.034-0.047-0.033-0.036-0.012-0.017-0.015-0.0020.032-0.062-0.0280.1330.0630.0450.0490.0450.059-0.013-0.060-0.202-0.127-0.070-0.0260.039-0.0850.0780.0200.018-0.0020.057-0.230-0.131-0.056-0.067-0.343-0.0130.038-0.113-0.139-0.099-0.0910.055
rotated_60-0.0510.005-0.069-0.068-0.251-0.226-0.305-0.146-0.157-0.064-0.2460.146-0.257-0.099-0.0680.037-0.086-0.219-0.212-0.186-0.264-0.1100.005-0.1060.006-0.123-0.0140.040-0.0800.074-0.014-0.0100.026-0.068-0.001-0.001-0.0610.041-0.023-0.057-0.063-0.058-0.008-0.021-0.018-0.0330.046-0.073-0.0100.1230.0340.0580.0160.0640.040-0.004-0.082-0.258-0.119-0.170-0.051-0.077-0.087-0.0080.0200.007-0.0940.073-0.258-0.236-0.056-0.158-0.341-0.0070.014-0.106-0.250-0.132-0.0910.055
rotated_90-0.106-0.028-0.120-0.128-0.453-0.240-0.295-0.149-0.157-0.069-0.2460.041-0.257-0.126-0.051-0.037-0.195-0.259-0.243-0.218-0.338-0.292-0.094-0.134-0.018-0.162-0.017-0.013-0.1060.020-0.046-0.058-0.023-0.077-0.062-0.001-0.100-0.025-0.058-0.084-0.063-0.091-0.043-0.026-0.021-0.043-0.010-0.080-0.0870.117-0.0440.0230.0290.0220.021-0.060-0.101-0.268-0.121-0.230-0.118-0.163-0.136-0.202-0.011-0.037-0.153-0.010-0.258-0.243-0.056-0.187-0.304-0.027-0.021-0.119-0.194-0.181-0.0910.055
flipH-0.003-0.0110.0010.0100.1020.021-0.012-0.0140.003-0.0140.0210.146-0.021-0.010-0.0190.026-0.0060.003-0.0370.025-0.0010.0110.0570.074-0.0060.0080.0100.019-0.0200.006-0.0070.0370.043-0.035-0.001-0.020-0.0070.138-0.0390.006-0.0020.001-0.0540.025-0.0230.0140.017-0.064-0.0210.066-0.0120.0380.0030.0030.0400.0090.0160.0270.006-0.0030.010-0.0010.1480.087-0.032-0.009-0.024-0.0010.020-0.016-0.056-0.005-0.0520.0260.0020.0010.009-0.017-0.0910.055
flipV-0.087-0.031-0.100-0.096-0.068-0.089-0.132-0.131-0.130-0.048-0.0790.172-0.211-0.064-0.047-0.016-0.210-0.170-0.287-0.164-0.301-0.4970.021-0.106-0.007-0.177-0.0230.008-0.1160.033-0.065-0.010-0.0060.012-0.097-0.020-0.0870.021-0.015-0.058-0.030-0.071-0.048-0.005-0.037-0.0260.013-0.048-0.0580.0830.001-0.019-0.0470.059-0.107-0.060-0.106-0.268-0.161-0.160-0.069-0.234-0.104-0.0360.051-0.015-0.0450.009-0.021-0.034-0.056-0.137-0.151-0.0100.011-0.086-0.028-0.209-0.0910.055
dropout-0.020-0.033-0.020-0.041-0.148-0.159-0.081-0.012-0.048-0.027-0.0280.120-0.075-0.036-0.107-0.194-0.245-0.118-0.168-0.122-0.220-0.292-0.021-0.098-0.024-0.080-0.005-0.002-0.090-0.048-0.064-0.058-0.006-0.099-0.097-0.020-0.0470.033-0.046-0.038-0.058-0.048-0.0770.001-0.057-0.021-0.104-0.090-0.1810.015-0.002-0.058-0.105-0.161-0.124-0.043-0.057-0.103-0.077-0.172-0.047-0.214-0.154-0.056-0.011-0.048-0.114-0.044-0.008-0.154-0.056-0.096-0.363-0.041-0.064-0.022-0.083-0.238-0.091-0.070
Recall for model e2e_mask_rcnn_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.004-0.0210.004-0.0080.0470.0040.046-0.0130.004-0.032-0.0140.205-0.0590.007-0.041-0.0250.0230.003-0.062-0.002-0.037-0.0700.043-0.043-0.009-0.011-0.0040.008-0.032-0.029-0.007-0.0430.026-0.014-0.031-0.0270.0070.1370.019-0.0010.043-0.0140.0010.0220.0040.002-0.004-0.054-0.0410.0030.002-0.0170.052-0.0010.080-0.0210.0050.079-0.0520.044-0.0030.0690.0320.137-0.011-0.0200.049-0.0140.0550.043-0.111-0.025-0.0230.0040.029-0.028-0.042-0.0490.0000.061
gaussianblur_10-0.137-0.159-0.097-0.247-0.544-0.296-0.486-0.188-0.166-0.069-0.371-0.321-0.241-0.138-0.127-0.404-0.403-0.288-0.271-0.252-0.447-0.600-0.488-0.567-0.027-0.214-0.025-0.006-0.223-0.057-0.102-0.043-0.023-0.178-0.083-0.027-0.159-0.131-0.148-0.084-0.084-0.092-0.127-0.060-0.040-0.112-0.149-0.105-0.235-0.006-0.208-0.084-0.098-0.203-0.124-0.127-0.117-0.256-0.197-0.403-0.132-0.498-0.206-0.169-0.011-0.042-0.186-0.053-0.279-0.298-0.111-0.201-0.417-0.063-0.175-0.121-0.208-0.4160.000-0.064
gaussianblur_20-0.217-0.159-0.125-0.256-0.568-0.325-0.541-0.191-0.166-0.074-0.413-0.427-0.332-0.138-0.147-0.481-0.418-0.325-0.271-0.252-0.468-0.646-0.488-0.583-0.027-0.251-0.025-0.006-0.223-0.057-0.102-0.043-0.023-0.190-0.083-0.027-0.159-0.131-0.148-0.086-0.084-0.095-0.127-0.060-0.040-0.142-0.176-0.120-0.235-0.122-0.221-0.105-0.148-0.231-0.208-0.148-0.121-0.256-0.207-0.423-0.153-0.543-0.341-0.278-0.042-0.042-0.225-0.053-0.279-0.298-0.111-0.201-0.417-0.063-0.197-0.121-0.208-0.4160.000-0.064
superpixels_0p1-0.028-0.136-0.070-0.137-0.282-0.157-0.086-0.032-0.112-0.043-0.0750.100-0.241-0.088-0.109-0.256-0.184-0.211-0.184-0.149-0.273-0.244-0.201-0.367-0.027-0.124-0.0250.005-0.130-0.029-0.102-0.043-0.023-0.090-0.083-0.027-0.146-0.084-0.117-0.046-0.067-0.058-0.120-0.039-0.040-0.101-0.112-0.077-0.131-0.056-0.024-0.007-0.052-0.0650.0030.017-0.080-0.147-0.146-0.350-0.054-0.117-0.054-0.122-0.011-0.042-0.059-0.039-0.029-0.131-0.111-0.106-0.146-0.046-0.046-0.096-0.208-0.1910.000-0.064
superpixels_0p5-0.112-0.140-0.103-0.189-0.389-0.282-0.369-0.094-0.153-0.048-0.2460.047-0.241-0.117-0.124-0.425-0.336-0.285-0.259-0.232-0.428-0.441-0.425-0.542-0.027-0.141-0.0250.005-0.197-0.057-0.102-0.043-0.023-0.119-0.083-0.027-0.159-0.131-0.148-0.078-0.084-0.074-0.127-0.051-0.040-0.130-0.169-0.101-0.215-0.126-0.129-0.029-0.148-0.177-0.064-0.037-0.114-0.246-0.207-0.413-0.130-0.373-0.139-0.252-0.042-0.042-0.137-0.042-0.195-0.274-0.111-0.187-0.236-0.058-0.121-0.121-0.097-0.2630.000-0.064
superpixels_0p85-0.216-0.159-0.123-0.256-0.568-0.325-0.486-0.184-0.158-0.064-0.357-0.032-0.332-0.130-0.127-0.481-0.418-0.325-0.271-0.252-0.468-0.600-0.467-0.583-0.027-0.193-0.025-0.006-0.223-0.057-0.102-0.043-0.023-0.164-0.083-0.027-0.159-0.131-0.148-0.084-0.084-0.088-0.127-0.060-0.040-0.142-0.181-0.120-0.235-0.129-0.206-0.097-0.148-0.222-0.175-0.106-0.121-0.256-0.176-0.423-0.153-0.524-0.208-0.272-0.042-0.042-0.225-0.053-0.279-0.298-0.111-0.201-0.327-0.063-0.197-0.121-0.208-0.4010.000-0.064
colorspace_25-0.013-0.020-0.008-0.0160.0030.0040.020-0.005-0.014-0.027-0.0140.073-0.0360.008-0.034-0.033-0.0470.034-0.078-0.043-0.0470.0510.073-0.0830.0070.0150.002-0.006-0.041-0.0290.006-0.0430.0260.015-0.083-0.0270.0070.110-0.009-0.0010.036-0.023-0.017-0.019-0.0280.005-0.053-0.036-0.228-0.035-0.060-0.105-0.073-0.135-0.115-0.011-0.0030.065-0.0690.0810.0020.0420.0490.131-0.011-0.031-0.008-0.0320.055-0.009-0.111-0.029-0.0570.0100.0390.0230.014-0.0520.0000.061
colorspace_50-0.017-0.017-0.015-0.0100.039-0.0110.013-0.000-0.012-0.032-0.0240.065-0.0590.023-0.036-0.028-0.030-0.026-0.093-0.056-0.0440.0510.073-0.1080.0020.024-0.003-0.006-0.042-0.029-0.019-0.0430.026-0.004-0.083-0.0270.0110.099-0.0150.0020.033-0.025-0.023-0.006-0.0280.023-0.105-0.043-0.235-0.027-0.107-0.105-0.148-0.173-0.0730.014-0.0070.058-0.0310.062-0.0010.0240.0320.136-0.011-0.042-0.018-0.0370.055-0.058-0.111-0.013-0.073-0.0040.0280.029-0.042-0.0160.0000.061
averageblur_5_11-0.004-0.062-0.019-0.023-0.0720.0290.052-0.026-0.048-0.0380.0040.152-0.014-0.057-0.076-0.106-0.094-0.007-0.128-0.026-0.058-0.2590.012-0.175-0.018-0.044-0.0070.005-0.084-0.029-0.010-0.0430.026-0.104-0.083-0.027-0.0230.099-0.008-0.0200.021-0.023-0.034-0.032-0.010-0.016-0.039-0.051-0.072-0.012-0.038-0.010-0.0360.0030.063-0.037-0.031-0.001-0.1200.022-0.0150.028-0.0310.143-0.011-0.020-0.039-0.0250.055-0.013-0.111-0.015-0.110-0.0110.018-0.043-0.042-0.1450.000-0.002
medianblur_1-0.007-0.077-0.027-0.023-0.147-0.037-0.007-0.030-0.068-0.032-0.0010.205-0.036-0.040-0.066-0.121-0.077-0.067-0.0960.015-0.058-0.085-0.004-0.136-0.017-0.018-0.019-0.006-0.095-0.029-0.010-0.0430.026-0.043-0.083-0.027-0.0370.091-0.008-0.0180.014-0.037-0.060-0.004-0.022-0.000-0.076-0.036-0.0830.002-0.044-0.030-0.032-0.0480.012-0.005-0.0290.027-0.0860.007-0.0110.031-0.0060.088-0.011-0.020-0.082-0.0180.013-0.098-0.111-0.025-0.145-0.0290.029-0.024-0.042-0.1080.0000.061
sharpen_0-0.003-0.017-0.001-0.014-0.0010.0080.012-0.018-0.011-0.027-0.0280.205-0.0140.003-0.063-0.025-0.0780.002-0.095-0.057-0.063-0.0090.085-0.0610.000-0.0050.001-0.000-0.026-0.0290.016-0.0430.010-0.003-0.066-0.027-0.0180.1190.038-0.0090.038-0.021-0.066-0.012-0.036-0.026-0.027-0.097-0.1500.0780.012-0.042-0.026-0.0710.037-0.0010.0000.090-0.030-0.051-0.0010.0180.0130.098-0.011-0.031-0.042-0.0300.0550.047-0.111-0.075-0.093-0.0080.029-0.002-0.042-0.0680.000-0.064
sharpen_1-0.0010.001-0.001-0.023-0.005-0.0050.016-0.042-0.029-0.024-0.0170.2050.032-0.035-0.050-0.027-0.037-0.034-0.106-0.085-0.071-0.0470.088-0.0440.007-0.0380.001-0.002-0.019-0.0290.009-0.0430.010-0.023-0.083-0.027-0.0030.1110.026-0.0050.036-0.023-0.043-0.006-0.036-0.031-0.047-0.090-0.1450.0510.026-0.046-0.014-0.0590.012-0.0250.0020.060-0.045-0.0390.0030.0630.0230.137-0.011-0.031-0.069-0.0250.0550.018-0.111-0.039-0.088-0.0070.040-0.002-0.042-0.0640.000-0.002
sharpen_2-0.0040.0050.007-0.038-0.0520.005-0.012-0.0320.008-0.024-0.0100.205-0.059-0.004-0.0530.006-0.060-0.027-0.116-0.073-0.033-0.0240.085-0.0140.007-0.005-0.0040.001-0.034-0.0290.019-0.0430.010-0.038-0.083-0.0270.0060.1110.013-0.0090.022-0.018-0.024-0.000-0.034-0.031-0.020-0.082-0.1540.0590.051-0.050-0.002-0.030-0.0050.017-0.0130.080-0.035-0.105-0.0040.0080.0030.136-0.011-0.031-0.061-0.0350.0550.001-0.111-0.031-0.114-0.0090.029-0.004-0.042-0.0310.000-0.023
addintensity_-80-0.020-0.028-0.012-0.0490.039-0.0150.051-0.083-0.019-0.0220.0270.100-0.127-0.035-0.041-0.058-0.091-0.050-0.100-0.043-0.133-0.1680.035-0.047-0.0100.0050.0020.010-0.078-0.029-0.013-0.0430.0100.018-0.048-0.027-0.0320.097-0.009-0.028-0.002-0.041-0.029-0.002-0.0160.010-0.002-0.048-0.135-0.040-0.001-0.0430.0100.0240.050-0.021-0.034-0.015-0.0810.008-0.022-0.036-0.0480.077-0.011-0.031-0.033-0.032-0.029-0.106-0.111-0.036-0.158-0.002-0.014-0.020-0.042-0.1020.0000.061
addintensity_800.0010.003-0.001-0.0110.051-0.0090.019-0.029-0.007-0.022-0.0040.152-0.014-0.011-0.0520.0060.0050.014-0.102-0.030-0.037-0.0320.080-0.0440.005-0.0320.0020.010-0.014-0.029-0.019-0.0430.010-0.025-0.066-0.027-0.0010.1240.021-0.0070.039-0.013-0.017-0.0050.031-0.0080.007-0.025-0.0620.0830.016-0.0380.006-0.0000.0880.007-0.0000.061-0.0620.0360.0000.0120.0280.131-0.011-0.0200.020-0.0280.055-0.014-0.111-0.043-0.062-0.0030.0400.001-0.042-0.0130.0000.061
elementrandomintensity_1-0.020-0.071-0.024-0.079-0.247-0.150-0.119-0.079-0.118-0.032-0.0240.047-0.150-0.088-0.113-0.238-0.129-0.086-0.171-0.136-0.293-0.1610.003-0.112-0.020-0.023-0.0010.005-0.114-0.057-0.035-0.043-0.023-0.115-0.083-0.027-0.0560.043-0.044-0.078-0.038-0.058-0.094-0.047-0.016-0.075-0.148-0.105-0.235-0.129-0.075-0.104-0.073-0.100-0.090-0.049-0.085-0.147-0.156-0.253-0.067-0.145-0.170-0.107-0.011-0.042-0.186-0.053-0.279-0.238-0.111-0.141-0.376-0.054-0.154-0.047-0.097-0.0380.000-0.064
multiplyintensity_0p25-0.010-0.040-0.025-0.0420.0270.0270.019-0.042-0.040-0.0380.0180.100-0.150-0.050-0.068-0.0330.000-0.001-0.109-0.027-0.089-0.2290.085-0.067-0.005-0.062-0.0040.005-0.048-0.002-0.035-0.043-0.006-0.048-0.083-0.027-0.0410.0740.011-0.0290.026-0.038-0.0400.002-0.004-0.038-0.056-0.059-0.162-0.026-0.056-0.0920.013-0.012-0.005-0.069-0.0310.069-0.061-0.035-0.029-0.0400.0070.155-0.011-0.0200.026-0.0160.013-0.038-0.111-0.046-0.198-0.0090.018-0.025-0.042-0.0830.000-0.002
multiplyintensity_20.0010.002-0.0020.022-0.0050.012-0.035-0.018-0.017-0.019-0.0420.1000.009-0.031-0.057-0.0050.000-0.002-0.115-0.056-0.063-0.0320.069-0.039-0.007-0.0590.0020.001-0.048-0.029-0.006-0.0430.010-0.033-0.083-0.0270.0140.0960.017-0.0020.028-0.028-0.008-0.000-0.022-0.053-0.020-0.054-0.079-0.0140.002-0.0480.009-0.0100.003-0.002-0.0030.063-0.052-0.0420.004-0.0480.0320.1460.004-0.020-0.056-0.005-0.0700.019-0.111-0.046-0.0870.0060.018-0.016-0.097-0.0740.0000.061
contrastnormalization_0-0.003-0.0100.000-0.0220.0510.0020.020-0.0200.007-0.009-0.0380.205-0.059-0.010-0.037-0.080-0.042-0.032-0.078-0.054-0.044-0.1000.071-0.0890.0020.005-0.0020.001-0.033-0.029-0.021-0.0430.010-0.000-0.083-0.0270.0140.1290.0270.0030.041-0.0200.002-0.022-0.0120.007-0.001-0.043-0.1890.068-0.008-0.0290.027-0.0140.088-0.009-0.0010.058-0.0470.008-0.0040.0600.0240.104-0.011-0.0370.039-0.0320.055-0.011-0.111-0.037-0.0570.0030.0290.014-0.060-0.0410.0000.061
contrastnormalization_1-0.006-0.029-0.015-0.0200.0470.0020.011-0.0290.004-0.027-0.0010.205-0.059-0.020-0.043-0.009-0.050-0.041-0.091-0.046-0.037-0.0170.088-0.0310.0000.008-0.0100.005-0.035-0.029-0.035-0.0430.026-0.014-0.066-0.0270.0060.1350.0280.0000.021-0.017-0.030-0.002-0.0040.003-0.030-0.044-0.0980.0610.032-0.0070.032-0.0220.067-0.005-0.0010.082-0.0700.0450.0110.0480.0150.104-0.011-0.031-0.013-0.0320.0550.014-0.111-0.014-0.1040.0020.0290.026-0.042-0.0620.0000.061
contrastnormalization_2-0.001-0.0370.006-0.0290.0790.041-0.031-0.033-0.017-0.017-0.0010.205-0.059-0.005-0.046-0.019-0.033-0.036-0.086-0.032-0.0820.0140.078-0.0690.0100.021-0.0040.005-0.039-0.0290.001-0.0430.010-0.008-0.066-0.027-0.0000.1300.0330.0010.031-0.007-0.046-0.020-0.001-0.006-0.013-0.034-0.1570.025-0.002-0.0190.061-0.0320.080-0.0020.0140.050-0.037-0.023-0.015-0.0120.0210.117-0.011-0.0200.013-0.0280.055-0.008-0.1110.002-0.109-0.0010.0290.003-0.042-0.0700.0000.061
elastic_1-0.057-0.159-0.056-0.225-0.568-0.214-0.413-0.149-0.147-0.048-0.107-0.032-0.264-0.116-0.132-0.223-0.236-0.193-0.234-0.232-0.238-0.396-0.446-0.350-0.027-0.134-0.025-0.006-0.206-0.029-0.102-0.043-0.023-0.173-0.083-0.027-0.159-0.003-0.124-0.075-0.075-0.065-0.127-0.051-0.028-0.123-0.155-0.090-0.2350.016-0.112-0.043-0.073-0.088-0.090-0.051-0.107-0.211-0.146-0.383-0.127-0.274-0.183-0.187-0.011-0.042-0.225-0.048-0.279-0.298-0.111-0.173-0.417-0.063-0.197-0.090-0.097-0.2320.000-0.064
scaled_1p250.026-0.013-0.0020.020-0.0160.0420.028-0.0230.0330.0230.0060.205-0.0140.013-0.0090.1270.0640.028-0.0380.0320.0110.0440.1300.0440.0000.0450.0050.1030.0140.1600.0840.0040.0590.0590.004-0.0270.0730.1840.087-0.0010.0510.003-0.0490.017-0.001-0.0020.092-0.0370.0480.0660.0940.0760.1110.0780.0800.0580.0070.032-0.0560.0380.0270.0340.0590.1130.004-0.042-0.0130.0440.0550.071-0.1110.026-0.0300.0250.1150.007-0.0970.0040.0000.061
scaled_0p75-0.094-0.088-0.078-0.065-0.044-0.094-0.014-0.086-0.081-0.062-0.1160.100-0.090-0.053-0.045-0.140-0.060-0.108-0.138-0.084-0.080-0.0390.002-0.160-0.013-0.108-0.0130.005-0.105-0.057-0.039-0.043-0.023-0.086-0.048-0.027-0.045-0.011-0.116-0.052-0.046-0.070-0.094-0.036-0.033-0.085-0.030-0.090-0.140-0.053-0.131-0.025-0.010-0.120-0.022-0.037-0.0750.012-0.133-0.057-0.060-0.126-0.048-0.016-0.011-0.031-0.088-0.042-0.154-0.124-0.111-0.104-0.098-0.023-0.051-0.062-0.097-0.1470.000-0.002
scaled_0p5-0.160-0.112-0.102-0.115-0.215-0.153-0.116-0.097-0.135-0.067-0.207-0.164-0.180-0.085-0.092-0.199-0.191-0.148-0.178-0.130-0.206-0.267-0.165-0.242-0.025-0.151-0.025-0.006-0.166-0.057-0.094-0.043-0.023-0.125-0.083-0.027-0.154-0.066-0.142-0.076-0.075-0.090-0.127-0.060-0.040-0.113-0.103-0.097-0.162-0.117-0.179-0.095-0.086-0.114-0.124-0.032-0.110-0.103-0.171-0.115-0.086-0.274-0.214-0.148-0.042-0.042-0.196-0.034-0.112-0.229-0.111-0.137-0.209-0.048-0.121-0.069-0.153-0.2620.000-0.002
scaled_(1p25, 1p0)0.017-0.006-0.0200.0330.1030.0130.045-0.0190.034-0.014-0.0190.144-0.0590.041-0.0220.0830.030-0.006-0.0620.0150.0220.0510.1060.0350.0060.0090.0020.053-0.0030.0520.009-0.0430.0260.056-0.048-0.0270.0120.1460.0260.0010.036-0.013-0.0400.0240.0120.0120.054-0.0370.0150.0370.0370.0300.1080.0280.0580.072-0.0010.045-0.0560.0860.0380.0680.0600.1970.004-0.020-0.033-0.0160.0550.048-0.1110.068-0.0690.0300.040-0.063-0.097-0.0200.0000.061
scaled_(0p75, 1p0)-0.056-0.037-0.063-0.036-0.009-0.0770.026-0.072-0.035-0.052-0.0820.100-0.044-0.033-0.036-0.110-0.099-0.079-0.106-0.066-0.053-0.0320.022-0.130-0.021-0.040-0.0130.001-0.093-0.057-0.029-0.0430.010-0.055-0.066-0.027-0.0280.054-0.044-0.022-0.013-0.058-0.060-0.027-0.034-0.062-0.045-0.051-0.098-0.051-0.052-0.034-0.010-0.0360.012-0.016-0.0500.017-0.072-0.063-0.047-0.0460.0140.018-0.011-0.031-0.020-0.042-0.029-0.084-0.111-0.070-0.086-0.015-0.019-0.016-0.060-0.1100.0000.061
scaled_(1p0, 1p25)0.016-0.0220.0110.0060.0150.022-0.023-0.0160.0040.020-0.0050.2050.077-0.013-0.0060.0660.0420.024-0.061-0.042-0.016-0.0020.109-0.0110.0030.071-0.0100.0070.0240.0250.0310.0040.0260.015-0.013-0.0270.0540.1480.044-0.0010.043-0.013-0.0590.0020.017-0.0090.025-0.0470.0220.0730.0360.0190.0540.0130.0460.0070.0110.038-0.0380.0120.0300.0280.0770.104-0.011-0.0200.0070.0290.1380.043-0.111-0.004-0.0210.0150.0610.059-0.042-0.0650.0000.061
scaled_(1p0, 0p75)-0.040-0.054-0.0380.0000.031-0.0060.028-0.036-0.043-0.056-0.0650.152-0.105-0.009-0.047-0.049-0.037-0.021-0.091-0.030-0.0680.0290.017-0.061-0.003-0.105-0.0130.011-0.074-0.029-0.007-0.043-0.006-0.032-0.048-0.027-0.0400.048-0.037-0.042-0.006-0.050-0.036-0.020-0.001-0.041-0.039-0.059-0.102-0.024-0.049-0.0220.016-0.077-0.005-0.046-0.0340.055-0.1070.010-0.013-0.035-0.0160.080-0.011-0.020-0.062-0.037-0.029-0.097-0.111-0.018-0.067-0.008-0.025-0.026-0.042-0.0280.0000.061
translate_(0p1, 0p1)-0.061-0.080-0.066-0.0520.011-0.080-0.047-0.073-0.044-0.052-0.0750.100-0.093-0.041-0.044-0.098-0.052-0.069-0.094-0.069-0.0760.0060.033-0.099-0.024-0.064-0.016-0.000-0.109-0.057-0.016-0.0430.010-0.053-0.066-0.027-0.0530.039-0.054-0.048-0.031-0.052-0.043-0.024-0.029-0.045-0.041-0.074-0.100-0.060-0.040-0.021-0.017-0.075-0.002-0.025-0.051-0.014-0.140-0.051-0.043-0.065-0.0290.041-0.011-0.031-0.088-0.037-0.029-0.044-0.111-0.065-0.103-0.018-0.028-0.015-0.097-0.0470.000-0.002
translate_(0p1, -0p1)-0.026-0.028-0.0350.0180.027-0.050-0.021-0.0530.008-0.015-0.0630.179-0.090-0.011-0.0340.008-0.016-0.057-0.079-0.046-0.0690.0360.095-0.072-0.0130.029-0.0130.005-0.026-0.002-0.0050.0040.0100.009-0.048-0.0270.0240.1150.008-0.0170.010-0.040-0.040-0.024-0.007-0.0230.006-0.0740.0220.0040.003-0.0030.0090.0020.0290.021-0.0290.044-0.075-0.0050.0070.0090.0290.085-0.011-0.0260.003-0.0110.0550.009-0.111-0.002-0.062-0.0110.015-0.002-0.097-0.0410.000-0.002
translate_(-0p1, 0p1)-0.011-0.059-0.0320.0240.043-0.0020.022-0.028-0.004-0.035-0.0210.152-0.0820.010-0.0180.0130.000-0.022-0.0630.006-0.0320.0970.075-0.008-0.003-0.038-0.0010.053-0.044-0.0020.009-0.0430.0260.010-0.031-0.0270.0120.130-0.005-0.0150.019-0.035-0.044-0.0040.007-0.0090.015-0.043-0.0170.0130.0280.0150.069-0.0380.0500.028-0.0110.047-0.062-0.047-0.0120.031-0.0010.0990.020-0.020-0.105-0.0110.055-0.094-0.111-0.017-0.0660.018-0.003-0.0350.014-0.0130.0000.061
translate_(-0p1, -0p1)0.028-0.0100.0030.0560.0150.0400.048-0.0190.0230.007-0.0190.2490.0320.062-0.0070.1330.0700.014-0.0340.0600.0300.0820.1270.0250.0100.038-0.0010.0870.0530.1330.0220.0520.0510.0490.022-0.0270.0560.1840.0690.0070.043-0.006-0.0500.0170.0220.0200.049-0.0280.0770.0890.0840.0660.1520.0560.0800.0700.0250.072-0.0470.0680.0490.1250.0720.1250.036-0.0310.0360.0290.0550.007-0.1110.107-0.0120.0210.104-0.008-0.0420.0480.0000.061
translate_(0p1, 0)-0.039-0.035-0.051-0.007-0.009-0.040-0.020-0.068-0.012-0.047-0.1020.100-0.044-0.026-0.048-0.042-0.031-0.031-0.073-0.039-0.0400.0510.075-0.099-0.005-0.044-0.0100.005-0.069-0.0290.009-0.043-0.006-0.015-0.048-0.027-0.0340.089-0.008-0.0270.012-0.046-0.014-0.015-0.014-0.023-0.016-0.066-0.043-0.040-0.043-0.021-0.014-0.0480.012-0.014-0.0350.031-0.075-0.039-0.032-0.042-0.0250.063-0.011-0.031-0.044-0.0210.0550.004-0.111-0.040-0.102-0.008-0.007-0.001-0.097-0.0680.0000.061
translate_(-0p1, 0)0.018-0.015-0.0230.0100.0630.0060.034-0.0200.022-0.009-0.0050.1440.0090.056-0.0120.0980.0150.002-0.0600.0330.0180.0970.0690.0530.012-0.0050.0020.0690.0040.052-0.002-0.0430.0180.038-0.031-0.027-0.0040.1270.0500.0100.050-0.006-0.0050.0150.0200.0150.015-0.051-0.0310.0740.0370.0240.1150.0020.1220.0850.0010.041-0.0280.0280.0100.0990.0770.124-0.011-0.031-0.033-0.0140.0550.050-0.1110.012-0.0350.0300.061-0.037-0.042-0.0310.0000.061
translate_(0, 0p1)-0.021-0.054-0.032-0.0120.051-0.015-0.028-0.036-0.024-0.051-0.0380.152-0.036-0.014-0.039-0.025-0.005-0.019-0.061-0.025-0.0650.0510.064-0.036-0.004-0.057-0.013-0.000-0.071-0.029-0.002-0.0430.010-0.043-0.048-0.008-0.0140.0840.001-0.0200.031-0.030-0.020-0.010-0.001-0.024-0.014-0.066-0.044-0.024-0.013-0.0020.036-0.0540.033-0.013-0.0090.052-0.086-0.006-0.018-0.001-0.0090.0720.020-0.015-0.049-0.005-0.029-0.019-0.111-0.030-0.066-0.005-0.0080.019-0.042-0.0290.0000.061
translate_(0, -0p1)0.0150.0040.0180.0350.015-0.012-0.006-0.0120.0200.012-0.0240.2310.077-0.011-0.0110.0630.042-0.009-0.055-0.037-0.0220.0360.1270.0190.0030.054-0.0050.0030.0150.025-0.002-0.0430.0430.062-0.031-0.0270.0430.1590.0500.0050.035-0.016-0.0300.0010.0140.0100.014-0.0660.0150.0690.0500.0270.083-0.0020.0540.0530.0030.068-0.0460.0280.0310.0690.0790.1140.020-0.0200.046-0.0030.0550.052-0.1110.054-0.0610.0080.0580.017-0.0420.0000.0000.061
rotated_30.013-0.0080.0130.0110.077-0.0130.008-0.0170.016-0.014-0.0090.192-0.1050.011-0.0220.061-0.018-0.000-0.0640.005-0.0070.0290.095-0.0140.0040.0050.0040.032-0.031-0.029-0.0100.0040.0430.007-0.048-0.0270.0240.1400.0370.0000.0550.003-0.0430.021-0.0010.0150.002-0.038-0.0100.0400.0370.0110.0580.0150.0820.0210.0010.043-0.0230.0610.0330.0130.0490.1460.004-0.0260.031-0.0030.1380.067-0.1110.019-0.0050.0150.040-0.008-0.042-0.0110.0000.061
rotated_50.0150.0000.0180.0230.1220.000-0.003-0.0200.0350.002-0.0050.192-0.1270.020-0.0120.062-0.022-0.015-0.0630.005-0.0150.0360.0850.0380.005-0.001-0.0070.040-0.019-0.0020.0470.0520.0260.006-0.066-0.0270.0490.1540.0370.0030.0580.006-0.0220.0140.012-0.0050.009-0.043-0.0010.0160.040-0.0050.0820.0190.0710.0680.0030.105-0.0620.0760.0380.0120.0560.135-0.0110.0020.022-0.0030.0960.079-0.1110.0420.0040.0050.040-0.010-0.042-0.0140.0000.061
rotated_100.0250.0140.0010.0420.0270.0110.015-0.0070.0150.005-0.0030.1390.0090.002-0.0250.0660.013-0.017-0.0580.007-0.0070.0140.0640.0070.007-0.0320.0100.044-0.0300.0250.0790.0990.0430.018-0.048-0.0270.0550.1480.013-0.0070.048-0.010-0.0130.0220.012-0.0020.036-0.038-0.0010.0770.0450.0240.1040.0620.0520.1120.0090.093-0.0580.0670.0450.0290.0660.160-0.011-0.0040.056-0.0090.055-0.001-0.1110.056-0.0280.0170.061-0.037-0.060-0.0050.0000.061
rotated_45-0.001-0.009-0.010-0.002-0.128-0.180-0.205-0.122-0.142-0.027-0.1070.152-0.332-0.103-0.0510.0300.047-0.118-0.081-0.154-0.141-0.1380.095-0.0060.014-0.099-0.0110.106-0.0620.0520.0810.1470.010-0.0100.022-0.0080.0280.0790.019-0.0330.008-0.0200.031-0.0140.0280.0000.025-0.078-0.0100.0880.0530.0460.0850.0520.044-0.002-0.059-0.141-0.136-0.147-0.041-0.033-0.0380.1520.0200.024-0.0650.029-0.237-0.220-0.111-0.087-0.3340.0090.045-0.109-0.069-0.0450.000-0.002
rotated_60-0.040-0.019-0.062-0.073-0.259-0.232-0.286-0.138-0.147-0.068-0.1900.179-0.332-0.102-0.0630.003-0.065-0.181-0.171-0.183-0.253-0.1460.059-0.1080.014-0.138-0.0140.058-0.0670.0920.0150.0040.018-0.0670.004-0.027-0.046-0.003-0.005-0.065-0.059-0.053-0.002-0.0190.002-0.0350.034-0.087-0.0460.1060.0380.0680.0390.0600.001-0.002-0.090-0.232-0.149-0.237-0.062-0.101-0.0800.0220.0040.019-0.0880.059-0.279-0.243-0.111-0.173-0.3590.0050.029-0.109-0.153-0.0780.0000.061
rotated_90-0.102-0.038-0.121-0.147-0.449-0.238-0.286-0.177-0.158-0.074-0.1070.073-0.286-0.134-0.051-0.035-0.201-0.248-0.209-0.224-0.327-0.327-0.019-0.122-0.013-0.190-0.013-0.006-0.0880.025-0.067-0.043-0.006-0.040-0.083-0.017-0.096-0.036-0.050-0.078-0.042-0.078-0.043-0.0390.002-0.046-0.012-0.076-0.0930.071-0.0320.0410.0100.038-0.022-0.058-0.107-0.234-0.136-0.300-0.114-0.216-0.143-0.223-0.042-0.020-0.186-0.012-0.279-0.239-0.111-0.187-0.360-0.019-0.025-0.121-0.097-0.1700.0000.061
flipH-0.0020.0000.0020.0080.0900.047-0.006-0.014-0.026-0.0190.0510.152-0.0960.003-0.020-0.024-0.020-0.012-0.0530.0280.007-0.0090.0610.047-0.0080.0110.0080.016-0.016-0.002-0.0130.0040.043-0.0150.057-0.008-0.0210.155-0.0080.0060.0030.011-0.0270.0270.0100.0150.025-0.0360.0110.034-0.0120.016-0.021-0.0210.0460.0060.0150.045-0.0500.0130.014-0.0090.1560.0510.0040.0130.0150.011-0.001-0.086-0.111-0.017-0.0320.0260.026-0.0100.069-0.0270.0000.061
flipV-0.081-0.038-0.106-0.096-0.101-0.098-0.074-0.182-0.125-0.048-0.0240.152-0.264-0.100-0.034-0.054-0.201-0.156-0.234-0.218-0.277-0.5320.022-0.101-0.020-0.208-0.0250.048-0.1250.0250.0120.0520.010-0.026-0.083-0.027-0.1040.005-0.014-0.066-0.029-0.070-0.052-0.0060.022-0.0250.008-0.048-0.0410.0560.007-0.008-0.0230.115-0.073-0.035-0.105-0.256-0.166-0.233-0.079-0.376-0.074-0.0160.020-0.020-0.084-0.0050.013-0.123-0.111-0.115-0.198-0.0110.008-0.090-0.097-0.1790.0000.061
dropout-0.015-0.050-0.032-0.033-0.080-0.143-0.036-0.033-0.069-0.027-0.0170.073-0.150-0.049-0.108-0.189-0.194-0.090-0.174-0.123-0.165-0.3730.017-0.019-0.027-0.046-0.001-0.006-0.074-0.057-0.044-0.043-0.023-0.104-0.066-0.027-0.048-0.004-0.020-0.045-0.046-0.048-0.080-0.008-0.022-0.028-0.079-0.105-0.1620.0020.020-0.033-0.048-0.122-0.090-0.037-0.047-0.036-0.072-0.188-0.031-0.203-0.113-0.037-0.011-0.042-0.108-0.053-0.195-0.191-0.111-0.094-0.417-0.032-0.057-0.035-0.097-0.1900.000-0.064
Recall for model retinanet_R-50-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.003-0.0180.0050.0130.091-0.019-0.021-0.017-0.008-0.000-0.0120.2380.007-0.039-0.0570.052-0.0820.012-0.068-0.034-0.042-0.0840.0840.001-0.011-0.011-0.0040.013-0.005-0.0210.008-0.0290.023-0.060-0.051-0.0140.0250.0700.0280.0020.015-0.023-0.042-0.006-0.024-0.002-0.001-0.046-0.1070.021-0.022-0.0040.048-0.0040.0860.0090.0060.012-0.0250.054-0.0040.0010.0080.111-0.002-0.035-0.002-0.0240.055-0.0050.000-0.034-0.0610.0050.048-0.013-0.014-0.0810.000-0.018
gaussianblur_10-0.165-0.160-0.105-0.263-0.564-0.327-0.540-0.190-0.120-0.063-0.401-0.314-0.311-0.110-0.139-0.329-0.381-0.310-0.262-0.242-0.449-0.538-0.486-0.571-0.024-0.223-0.016-0.008-0.179-0.048-0.078-0.029-0.027-0.166-0.068-0.014-0.145-0.113-0.152-0.063-0.079-0.088-0.102-0.038-0.024-0.116-0.111-0.089-0.2010.014-0.162-0.065-0.135-0.207-0.135-0.130-0.082-0.258-0.176-0.391-0.113-0.506-0.274-0.248-0.002-0.035-0.188-0.051-0.195-0.2850.000-0.176-0.348-0.019-0.178-0.110-0.236-0.4140.000-0.018
gaussianblur_20-0.230-0.160-0.107-0.263-0.564-0.368-0.577-0.190-0.120-0.063-0.429-0.393-0.311-0.110-0.139-0.483-0.440-0.310-0.262-0.242-0.465-0.584-0.486-0.571-0.024-0.223-0.016-0.008-0.179-0.048-0.078-0.029-0.027-0.166-0.068-0.014-0.145-0.113-0.152-0.066-0.079-0.091-0.102-0.038-0.024-0.124-0.136-0.089-0.201-0.073-0.162-0.081-0.135-0.235-0.185-0.130-0.082-0.258-0.176-0.391-0.121-0.506-0.356-0.330-0.033-0.035-0.188-0.051-0.279-0.2850.000-0.176-0.375-0.019-0.178-0.110-0.236-0.4140.000-0.018
superpixels_0p1-0.068-0.155-0.072-0.181-0.405-0.243-0.249-0.088-0.094-0.021-0.1510.133-0.175-0.080-0.129-0.336-0.285-0.255-0.225-0.193-0.418-0.447-0.366-0.404-0.024-0.180-0.016-0.008-0.121-0.048-0.078-0.029-0.010-0.132-0.068-0.014-0.129-0.107-0.103-0.049-0.058-0.056-0.102-0.038-0.024-0.097-0.098-0.066-0.180-0.022-0.039-0.009-0.010-0.129-0.0330.023-0.067-0.221-0.125-0.341-0.091-0.188-0.128-0.197-0.002-0.035-0.110-0.046-0.112-0.2270.000-0.141-0.145-0.016-0.054-0.110-0.236-0.1940.000-0.018
superpixels_0p5-0.176-0.160-0.092-0.238-0.445-0.333-0.440-0.172-0.105-0.037-0.2620.028-0.266-0.101-0.129-0.434-0.381-0.310-0.262-0.242-0.465-0.629-0.475-0.537-0.024-0.174-0.0160.003-0.179-0.048-0.078-0.029-0.027-0.121-0.068-0.014-0.145-0.113-0.152-0.063-0.079-0.081-0.102-0.038-0.024-0.122-0.128-0.074-0.201-0.066-0.141-0.044-0.135-0.226-0.118-0.005-0.082-0.239-0.176-0.371-0.117-0.429-0.229-0.270-0.033-0.035-0.169-0.051-0.154-0.2620.000-0.176-0.285-0.019-0.081-0.110-0.125-0.3910.000-0.018
superpixels_0p85-0.244-0.160-0.105-0.263-0.516-0.368-0.577-0.190-0.120-0.053-0.373-0.078-0.311-0.110-0.139-0.469-0.440-0.310-0.262-0.242-0.465-0.629-0.486-0.571-0.024-0.198-0.016-0.008-0.179-0.048-0.078-0.029-0.027-0.154-0.068-0.014-0.145-0.113-0.152-0.066-0.079-0.091-0.102-0.038-0.024-0.124-0.136-0.089-0.201-0.087-0.155-0.081-0.135-0.235-0.185-0.109-0.082-0.258-0.156-0.391-0.121-0.506-0.318-0.317-0.033-0.035-0.188-0.051-0.279-0.2850.000-0.176-0.375-0.019-0.178-0.110-0.236-0.3990.000-0.018
colorspace_25-0.014-0.014-0.002-0.0020.067-0.019-0.010-0.047-0.002-0.032-0.0310.133-0.038-0.022-0.052-0.002-0.0920.021-0.066-0.083-0.035-0.0150.105-0.0620.003-0.037-0.0040.005-0.017-0.021-0.008-0.0290.006-0.052-0.068-0.0140.0410.0710.0080.0170.019-0.014-0.049-0.0100.000-0.002-0.057-0.012-0.201-0.015-0.090-0.081-0.085-0.172-0.0840.036-0.006-0.026-0.0470.0540.0020.046-0.0100.096-0.002-0.035-0.058-0.0210.055-0.0040.000-0.062-0.093-0.0000.0470.026-0.125-0.0290.000-0.018
colorspace_50-0.018-0.003-0.008-0.0060.007-0.008-0.019-0.0280.012-0.016-0.0540.151-0.0840.006-0.054-0.009-0.117-0.014-0.085-0.078-0.030-0.0610.083-0.112-0.004-0.015-0.010-0.008-0.023-0.021-0.019-0.0290.006-0.041-0.068-0.0140.0420.0650.0030.0010.025-0.019-0.049-0.010-0.012-0.008-0.088-0.074-0.201-0.015-0.100-0.081-0.110-0.213-0.0840.0230.001-0.038-0.0350.083-0.0040.039-0.0330.123-0.002-0.035-0.058-0.0260.055-0.0170.000-0.019-0.080-0.0000.0360.035-0.125-0.0290.000-0.018
averageblur_5_11-0.017-0.064-0.017-0.021-0.0760.008-0.090-0.065-0.040-0.021-0.0120.133-0.175-0.038-0.080-0.068-0.124-0.028-0.100-0.113-0.079-0.1290.025-0.182-0.024-0.036-0.004-0.008-0.069-0.021-0.044-0.0290.006-0.110-0.068-0.014-0.0330.027-0.006-0.016-0.010-0.028-0.056-0.018-0.012-0.013-0.034-0.043-0.1070.014-0.052-0.036-0.027-0.0010.0520.009-0.016-0.139-0.117-0.074-0.0020.001-0.0540.047-0.002-0.035-0.071-0.026-0.029-0.1380.000-0.048-0.082-0.0000.005-0.035-0.125-0.1860.000-0.018
medianblur_1-0.011-0.080-0.023-0.024-0.100-0.048-0.107-0.064-0.072-0.0050.0080.186-0.084-0.073-0.066-0.040-0.095-0.093-0.106-0.012-0.077-0.0150.002-0.149-0.024-0.047-0.0160.003-0.118-0.021-0.056-0.0290.023-0.054-0.068-0.014-0.0240.027-0.024-0.023-0.006-0.035-0.056-0.001-0.012-0.012-0.052-0.033-0.1100.021-0.0600.001-0.002-0.0250.001-0.019-0.010-0.148-0.1100.023-0.0050.030-0.008-0.006-0.002-0.024-0.071-0.030-0.029-0.1190.000-0.059-0.102-0.0030.037-0.011-0.236-0.1190.0000.107
sharpen_0-0.0050.006-0.009-0.023-0.052-0.040-0.040-0.028-0.008-0.0110.0150.133-0.038-0.028-0.052-0.066-0.0850.004-0.087-0.085-0.037-0.1520.094-0.042-0.017-0.028-0.004-0.008-0.021-0.0210.017-0.0290.006-0.074-0.068-0.0140.0230.051-0.002-0.0130.011-0.045-0.032-0.010-0.012-0.047-0.036-0.070-0.1690.065-0.011-0.0540.015-0.0950.0600.002-0.0010.039-0.046-0.0470.011-0.054-0.0610.073-0.002-0.035-0.061-0.019-0.029-0.0900.000-0.045-0.1200.0040.048-0.003-0.125-0.0370.000-0.018
sharpen_1-0.009-0.008-0.013-0.022-0.088-0.010-0.013-0.028-0.008-0.011-0.0030.133-0.038-0.021-0.051-0.073-0.122-0.017-0.087-0.103-0.042-0.0840.074-0.074-0.017-0.041-0.004-0.008-0.020-0.021-0.006-0.0290.006-0.058-0.051-0.0140.0090.070-0.0060.0010.011-0.026-0.059-0.006-0.012-0.030-0.047-0.066-0.1520.0910.006-0.046-0.027-0.0970.0010.0160.0050.045-0.056-0.002-0.0090.049-0.0500.052-0.002-0.035-0.041-0.0140.055-0.0660.000-0.062-0.119-0.0030.048-0.023-0.125-0.0600.000-0.018
sharpen_2-0.004-0.010-0.011-0.031-0.056-0.012-0.012-0.025-0.005-0.011-0.0030.133-0.084-0.008-0.058-0.070-0.087-0.016-0.087-0.114-0.026-0.0530.074-0.040-0.017-0.0150.002-0.008-0.028-0.0210.011-0.0290.006-0.069-0.068-0.0140.0250.069-0.012-0.0130.010-0.028-0.049-0.006-0.012-0.050-0.053-0.074-0.1480.094-0.004-0.0550.034-0.125-0.0070.0230.0040.085-0.064-0.0420.001-0.009-0.0650.087-0.002-0.035-0.081-0.0190.055-0.1130.000-0.055-0.1150.0020.059-0.048-0.125-0.0470.000-0.018
addintensity_-80-0.031-0.024-0.013-0.025-0.000-0.025-0.049-0.074-0.028-0.026-0.0030.133-0.129-0.060-0.056-0.047-0.117-0.031-0.081-0.088-0.102-0.2880.082-0.060-0.024-0.027-0.013-0.008-0.080-0.021-0.028-0.0290.039-0.036-0.051-0.014-0.0080.090-0.030-0.018-0.010-0.042-0.049-0.014-0.0240.017-0.012-0.033-0.152-0.032-0.066-0.0520.040-0.0120.0690.002-0.038-0.113-0.0910.006-0.025-0.038-0.0880.051-0.002-0.035-0.061-0.030-0.070-0.1320.000-0.026-0.1460.0010.005-0.015-0.125-0.0830.000-0.018
addintensity_800.000-0.0070.004-0.025-0.012-0.019-0.001-0.045-0.008-0.0110.0290.133-0.038-0.038-0.058-0.019-0.1000.011-0.093-0.0580.012-0.0380.068-0.049-0.017-0.026-0.0040.003-0.035-0.021-0.021-0.029-0.010-0.051-0.068-0.0140.0230.0780.013-0.0040.029-0.013-0.0310.007-0.012-0.020-0.003-0.066-0.1170.0620.006-0.0380.060-0.0440.0350.0160.001-0.013-0.0400.0380.0010.030-0.0040.053-0.002-0.0130.008-0.0190.055-0.0700.000-0.043-0.075-0.0000.0480.037-0.069-0.0860.000-0.018
elementrandomintensity_1-0.028-0.093-0.030-0.119-0.330-0.176-0.172-0.095-0.072-0.032-0.1370.186-0.243-0.076-0.112-0.218-0.209-0.104-0.193-0.151-0.237-0.3260.032-0.135-0.024-0.124-0.0100.013-0.127-0.048-0.028-0.029-0.010-0.119-0.068-0.014-0.046-0.048-0.073-0.055-0.038-0.056-0.062-0.030-0.024-0.074-0.085-0.074-0.201-0.058-0.059-0.081-0.060-0.212-0.084-0.033-0.062-0.213-0.151-0.354-0.075-0.188-0.210-0.197-0.033-0.035-0.169-0.046-0.195-0.2540.000-0.148-0.375-0.019-0.113-0.079-0.236-0.1600.000-0.018
multiplyintensity_0p25-0.022-0.044-0.016-0.010-0.0040.006-0.058-0.067-0.032-0.0320.0020.133-0.175-0.062-0.080-0.023-0.097-0.002-0.100-0.080-0.070-0.2430.077-0.046-0.017-0.056-0.010-0.008-0.045-0.021-0.025-0.029-0.010-0.097-0.068-0.014-0.0370.029-0.030-0.032-0.008-0.051-0.049-0.026-0.012-0.013-0.049-0.074-0.201-0.010-0.045-0.0650.002-0.0810.010-0.033-0.025-0.020-0.056-0.064-0.0330.023-0.0520.074-0.002-0.013-0.041-0.0240.055-0.0920.000-0.026-0.138-0.0030.037-0.029-0.014-0.0420.0000.107
multiplyintensity_20.0010.0270.004-0.028-0.040-0.031-0.074-0.023-0.015-0.0210.0150.0800.007-0.027-0.063-0.022-0.0520.002-0.091-0.0510.000-0.0990.110-0.049-0.007-0.054-0.001-0.008-0.035-0.021-0.024-0.029-0.027-0.069-0.051-0.0140.0200.013-0.0210.009-0.007-0.028-0.0360.011-0.012-0.032-0.007-0.051-0.0960.009-0.028-0.0630.0560.0100.0180.0160.005-0.017-0.030-0.029-0.019-0.0730.0240.072-0.002-0.024-0.054-0.014-0.029-0.0760.000-0.093-0.0710.0090.0260.008-0.125-0.0780.0000.107
contrastnormalization_0-0.005-0.017-0.004-0.0360.055-0.015-0.013-0.045-0.002-0.0160.0430.133-0.038-0.043-0.051-0.056-0.119-0.023-0.081-0.059-0.028-0.1290.095-0.101-0.0140.036-0.0100.003-0.038-0.021-0.019-0.0290.023-0.050-0.068-0.0140.0340.087-0.0020.0020.012-0.010-0.038-0.0100.0000.002-0.024-0.051-0.1540.041-0.017-0.0110.015-0.0500.0860.0060.0080.041-0.0520.0510.0150.020-0.0180.077-0.002-0.035-0.005-0.0310.055-0.0700.000-0.019-0.0660.0050.0480.018-0.125-0.0530.000-0.018
contrastnormalization_1-0.006-0.012-0.003-0.031-0.016-0.027-0.016-0.0410.013-0.0160.0110.133-0.084-0.037-0.0400.000-0.134-0.021-0.093-0.068-0.018-0.0690.104-0.025-0.004-0.013-0.0070.003-0.012-0.021-0.008-0.0290.023-0.047-0.051-0.0140.0100.070-0.0060.0070.018-0.011-0.031-0.0010.000-0.0010.000-0.043-0.1100.043-0.0010.0110.061-0.0360.0860.009-0.0010.031-0.0530.0180.0180.030-0.0230.056-0.002-0.024-0.061-0.030-0.029-0.0410.000-0.034-0.0940.0060.0480.039-0.014-0.0650.000-0.018
contrastnormalization_2-0.003-0.0220.004-0.0110.043-0.007-0.032-0.059-0.013-0.0210.0110.238-0.084-0.049-0.048-0.028-0.067-0.009-0.079-0.063-0.045-0.0460.105-0.019-0.011-0.014-0.004-0.008-0.045-0.021-0.019-0.0290.006-0.036-0.051-0.0140.0320.0690.0190.0050.013-0.016-0.018-0.0140.0000.007-0.011-0.043-0.1480.026-0.015-0.0190.055-0.0570.0860.027-0.0090.040-0.0450.0310.005-0.002-0.0390.075-0.002-0.035-0.022-0.0260.055-0.1120.000-0.026-0.1510.0140.0480.039-0.1250.0040.000-0.018
elastic_1-0.065-0.160-0.088-0.255-0.564-0.287-0.495-0.169-0.113-0.037-0.248-0.130-0.266-0.101-0.139-0.427-0.353-0.268-0.250-0.242-0.263-0.425-0.481-0.474-0.024-0.216-0.0160.003-0.179-0.021-0.078-0.029-0.027-0.138-0.068-0.014-0.145-0.050-0.140-0.066-0.079-0.073-0.102-0.038-0.024-0.108-0.128-0.069-0.2010.029-0.117-0.043-0.110-0.137-0.118-0.089-0.080-0.252-0.146-0.371-0.106-0.377-0.293-0.330-0.033-0.035-0.188-0.051-0.279-0.2850.000-0.176-0.375-0.019-0.178-0.097-0.236-0.3010.000-0.018
scaled_1p250.0160.010-0.0060.0270.0310.015-0.032-0.0380.0350.0260.0020.177-0.038-0.016-0.0190.1080.0520.054-0.0370.0010.010-0.0150.1390.032-0.0040.037-0.0040.0720.0120.1680.022-0.0290.0550.0040.019-0.0140.0570.1410.047-0.0010.034-0.006-0.0380.0400.000-0.0230.082-0.017-0.0550.1370.0500.0650.1020.0390.0860.0250.0050.020-0.030-0.017-0.009-0.0060.0090.1360.029-0.024-0.0320.0180.055-0.0240.0000.045-0.0840.0300.1230.020-0.1250.0240.000-0.018
scaled_0p75-0.088-0.063-0.065-0.053-0.052-0.108-0.055-0.078-0.040-0.051-0.1000.080-0.160-0.056-0.052-0.075-0.095-0.079-0.129-0.073-0.065-0.0610.004-0.109-0.023-0.107-0.016-0.008-0.058-0.048-0.025-0.029-0.027-0.084-0.068-0.014-0.047-0.014-0.122-0.044-0.046-0.065-0.089-0.014-0.024-0.054-0.012-0.074-0.117-0.032-0.106-0.026-0.056-0.117-0.016-0.012-0.048-0.018-0.120-0.009-0.048-0.086-0.033-0.012-0.002-0.035-0.105-0.040-0.168-0.0260.000-0.100-0.028-0.002-0.027-0.048-0.014-0.1450.0000.107
scaled_0p5-0.149-0.097-0.088-0.139-0.183-0.153-0.123-0.103-0.090-0.058-0.246-0.130-0.197-0.056-0.102-0.195-0.215-0.178-0.175-0.111-0.209-0.273-0.142-0.271-0.021-0.149-0.016-0.008-0.156-0.048-0.069-0.029-0.027-0.107-0.068-0.014-0.141-0.085-0.146-0.058-0.071-0.088-0.102-0.038-0.024-0.086-0.076-0.089-0.135-0.068-0.147-0.081-0.069-0.122-0.101-0.054-0.070-0.113-0.141-0.102-0.080-0.227-0.244-0.140-0.033-0.035-0.179-0.035-0.154-0.1600.000-0.134-0.185-0.010-0.103-0.066-0.125-0.2590.000-0.018
scaled_(1p25, 1p0)0.010-0.005-0.0150.0280.103-0.025-0.003-0.0480.0150.0050.0020.133-0.0840.008-0.0300.1150.0150.032-0.087-0.031-0.0390.0070.0940.065-0.004-0.020-0.0040.056-0.0090.0600.008-0.0290.023-0.013-0.051-0.0140.0220.0830.0410.0050.024-0.012-0.0400.0400.0000.0040.045-0.032-0.0760.110-0.0030.0190.0860.0320.1200.0430.0050.013-0.0490.0990.0300.0250.0090.1410.029-0.035-0.035-0.0030.055-0.0120.0000.027-0.0660.0250.069-0.035-0.2360.0140.333-0.018
scaled_(0p75, 1p0)-0.060-0.026-0.058-0.0650.027-0.0860.009-0.047-0.014-0.040-0.0450.133-0.069-0.050-0.047-0.066-0.149-0.066-0.106-0.081-0.054-0.0990.031-0.155-0.016-0.037-0.0100.003-0.073-0.048-0.017-0.029-0.010-0.070-0.068-0.014-0.0220.062-0.030-0.0160.004-0.050-0.069-0.022-0.024-0.039-0.024-0.066-0.121-0.017-0.052-0.027-0.035-0.0920.0180.011-0.028-0.022-0.093-0.079-0.010-0.102-0.0050.015-0.002-0.035-0.086-0.0300.013-0.0680.000-0.062-0.115-0.003-0.006-0.000-0.014-0.1010.0000.107
scaled_(1p0, 1p25)0.0140.0100.0070.0230.0070.011-0.056-0.0340.0490.0320.0020.186-0.038-0.032-0.0250.049-0.0320.034-0.062-0.053-0.017-0.0380.136-0.021-0.0140.026-0.0040.013-0.0360.0330.008-0.0290.023-0.0010.002-0.0140.0530.1500.039-0.0020.014-0.037-0.0580.011-0.024-0.0060.052-0.037-0.0760.1010.0020.0350.080-0.0120.0690.0360.0060.034-0.033-0.074-0.0250.030-0.0100.152-0.002-0.024-0.022-0.014-0.029-0.0580.0000.016-0.0120.0140.0690.039-0.051-0.0220.0000.045
scaled_(1p0, 0p75)-0.033-0.048-0.029-0.0170.007-0.019-0.090-0.044-0.034-0.045-0.0610.133-0.084-0.008-0.050-0.014-0.060-0.037-0.075-0.044-0.0500.0530.025-0.049-0.013-0.135-0.0100.003-0.032-0.021-0.011-0.029-0.010-0.053-0.068-0.014-0.0400.055-0.052-0.026-0.031-0.044-0.047-0.010-0.024-0.030-0.011-0.058-0.1380.019-0.028-0.0250.065-0.0530.001-0.016-0.0120.038-0.0870.079-0.0180.001-0.0230.071-0.002-0.035-0.030-0.035-0.112-0.0240.000-0.036-0.0510.013-0.006-0.011-0.014-0.0600.000-0.018
translate_(0p1, 0p1)-0.059-0.058-0.051-0.0600.019-0.106-0.040-0.071-0.015-0.042-0.0660.080-0.114-0.045-0.040-0.059-0.072-0.052-0.097-0.022-0.044-0.0610.035-0.087-0.017-0.053-0.0160.003-0.044-0.048-0.011-0.029-0.010-0.064-0.068-0.0140.0010.061-0.067-0.035-0.033-0.059-0.062-0.015-0.012-0.044-0.027-0.058-0.148-0.008-0.020-0.0290.023-0.0570.035-0.002-0.0240.014-0.112-0.019-0.029-0.087-0.0450.036-0.002-0.035-0.084-0.040-0.029-0.0980.000-0.041-0.079-0.006-0.0170.004-0.125-0.0820.000-0.018
translate_(0p1, -0p1)-0.026-0.025-0.0300.0010.067-0.090-0.035-0.047-0.004-0.008-0.0360.186-0.114-0.032-0.0490.009-0.0500.004-0.081-0.021-0.034-0.0150.061-0.064-0.007-0.010-0.0080.003-0.0050.006-0.000-0.029-0.010-0.052-0.016-0.0140.0630.123-0.032-0.0090.003-0.037-0.0420.0070.000-0.0040.013-0.058-0.1280.0210.010-0.0130.040-0.0250.0520.053-0.0140.035-0.056-0.0790.001-0.009-0.0060.076-0.002-0.035-0.035-0.0240.055-0.0130.000-0.010-0.053-0.0000.0260.020-0.125-0.0170.000-0.018
translate_(-0p1, 0p1)-0.016-0.054-0.033-0.0310.031-0.009-0.022-0.0450.042-0.0340.0020.133-0.152-0.032-0.0170.038-0.0450.016-0.0540.024-0.033-0.0380.066-0.004-0.015-0.017-0.0010.035-0.0360.0060.011-0.0290.006-0.030-0.068-0.0140.0390.125-0.020-0.0070.032-0.026-0.0620.019-0.012-0.0130.007-0.051-0.0860.038-0.0010.0310.101-0.0400.0690.034-0.0090.023-0.0710.021-0.0310.030-0.0290.132-0.002-0.035-0.051-0.0240.055-0.0330.0000.005-0.0790.0130.026-0.031-0.014-0.0350.000-0.018
translate_(-0p1, -0p1)0.0140.0210.0010.0040.0590.0080.022-0.0440.0350.0210.0290.212-0.0380.009-0.0170.1290.0300.044-0.0370.040-0.003-0.0150.1290.0210.0170.043-0.0040.0450.0050.1410.004-0.0290.055-0.0170.002-0.0140.0590.1640.0590.0000.0310.007-0.0520.048-0.0180.0370.081-0.035-0.0550.1110.0380.0300.1610.0210.0860.0640.0200.059-0.0300.0740.0330.0970.1020.1400.045-0.0350.0270.0180.0550.0110.0000.052-0.0390.0220.123-0.005-0.0140.0040.000-0.018
translate_(0p1, 0)-0.034-0.026-0.049-0.0300.063-0.110-0.039-0.0710.004-0.029-0.0490.080-0.160-0.033-0.046-0.061-0.095-0.018-0.100-0.031-0.0480.0070.064-0.067-0.008-0.055-0.0100.003-0.050-0.048-0.024-0.029-0.010-0.053-0.068-0.014-0.0060.082-0.035-0.032-0.003-0.042-0.0330.0030.006-0.024-0.021-0.058-0.121-0.0050.002-0.0470.021-0.0300.0350.012-0.0190.031-0.062-0.004-0.009-0.076-0.0270.083-0.002-0.035-0.053-0.0300.055-0.0230.000-0.048-0.0910.0040.0160.002-0.125-0.0400.000-0.018
translate_(-0p1, 0)0.0050.012-0.019-0.0110.091-0.020-0.014-0.0290.0310.0030.0290.159-0.084-0.002-0.0210.0580.0070.028-0.0750.0390.0070.0070.1040.046-0.0110.025-0.0040.0350.0000.060-0.000-0.0290.023-0.022-0.033-0.0140.0480.1430.0400.0080.0360.002-0.0450.0300.0180.0350.037-0.028-0.0960.1060.0060.0110.142-0.0130.1030.0360.0030.056-0.0500.1040.0200.0590.0320.0980.014-0.035-0.038-0.0140.055-0.0020.0000.0120.0170.0090.069-0.025-0.014-0.0010.000-0.018
translate_(0, 0p1)-0.018-0.046-0.026-0.0340.007-0.007-0.037-0.020-0.008-0.034-0.0190.080-0.061-0.036-0.037-0.026-0.0670.011-0.075-0.026-0.025-0.0150.077-0.079-0.011-0.070-0.0130.003-0.034-0.0210.017-0.0290.006-0.063-0.068-0.0140.0110.056-0.029-0.008-0.008-0.037-0.0490.011-0.024-0.022-0.036-0.074-0.0860.0290.013-0.0000.048-0.0390.035-0.002-0.0050.065-0.0760.004-0.0360.004-0.0270.094-0.002-0.035-0.041-0.019-0.029-0.0680.000-0.024-0.076-0.002-0.0000.020-0.014-0.0010.000-0.018
translate_(0, -0p1)0.0130.0180.0100.0470.043-0.003-0.022-0.0110.0150.0160.0150.186-0.038-0.019-0.0240.080-0.0220.033-0.0620.015-0.0210.0530.1130.0130.0130.044-0.0070.0030.0190.033-0.000-0.0290.023-0.037-0.016-0.0140.0710.1260.0150.0100.024-0.017-0.0460.0400.0000.0330.014-0.049-0.0690.0960.0230.0200.077-0.0030.0690.0780.0070.054-0.0090.0260.0290.0490.0300.130-0.002-0.0350.0080.0020.138-0.0550.0000.0310.0010.0100.0690.051-0.069-0.0270.000-0.018
rotated_30.009-0.0010.002-0.0030.067-0.027-0.046-0.0350.0300.0050.0110.159-0.129-0.039-0.0370.052-0.037-0.003-0.068-0.014-0.013-0.1060.104-0.021-0.014-0.0080.0020.0130.0050.0060.021-0.0290.023-0.011-0.051-0.0140.0740.1330.0260.0060.005-0.012-0.0460.003-0.0120.0190.009-0.042-0.0960.048-0.0030.0020.0650.0270.0860.0710.0090.036-0.0060.0890.0140.0100.0220.106-0.002-0.002-0.040-0.0190.1380.0510.000-0.005-0.0200.0110.0480.002-0.014-0.0140.0000.107
rotated_50.0120.0090.0060.0050.051-0.025-0.024-0.0360.043-0.000-0.0030.159-0.038-0.029-0.0400.066-0.0220.002-0.056-0.009-0.001-0.0380.0970.013-0.007-0.0180.0020.0130.0120.0060.008-0.0290.023-0.048-0.051-0.0140.0740.1330.0300.0080.019-0.002-0.036-0.0030.024-0.0020.000-0.039-0.0550.0580.0140.0070.0690.0240.0760.0920.0050.010-0.0350.0760.0120.0200.0160.109-0.002-0.019-0.058-0.0080.1380.0220.000-0.0150.0470.0230.048-0.019-0.069-0.0170.000-0.018
rotated_100.0190.021-0.0010.0320.063-0.0160.008-0.0450.0250.0080.0150.124-0.152-0.023-0.0360.101-0.008-0.003-0.054-0.011-0.030-0.0150.0970.010-0.0070.0190.0020.045-0.0100.0330.035-0.0290.023-0.021-0.051-0.0140.0800.1310.0280.0040.012-0.020-0.0420.0270.0060.0160.009-0.026-0.0790.1160.013-0.0140.0860.0630.0580.0780.001-0.013-0.0450.0710.0080.0550.0220.155-0.002-0.024-0.0090.0080.0550.0140.0000.016-0.0660.0260.069-0.023-0.0140.0060.000-0.018
rotated_45-0.026-0.041-0.038-0.024-0.088-0.240-0.240-0.145-0.088-0.037-0.2070.238-0.311-0.088-0.0720.078-0.037-0.132-0.081-0.139-0.206-0.1060.073-0.042-0.011-0.157-0.0130.024-0.0950.0470.0810.1140.006-0.043-0.051-0.0140.0270.0390.013-0.032-0.004-0.035-0.002-0.038-0.012-0.023-0.004-0.0580.0080.0960.0180.038-0.0060.0060.0260.023-0.046-0.232-0.115-0.134-0.048-0.025-0.1070.0440.0290.0200.0030.002-0.251-0.2230.000-0.062-0.2630.0200.059-0.110-0.125-0.1450.0000.045
rotated_60-0.062-0.058-0.078-0.107-0.135-0.310-0.358-0.161-0.105-0.053-0.2760.265-0.311-0.101-0.062-0.008-0.075-0.196-0.175-0.188-0.272-0.1520.028-0.060-0.007-0.178-0.004-0.008-0.0900.0470.0390.019-0.010-0.093-0.0680.006-0.0400.029-0.018-0.048-0.056-0.059-0.038-0.030-0.024-0.0350.037-0.055-0.0960.0960.0060.037-0.0100.0490.035-0.019-0.064-0.258-0.105-0.301-0.069-0.083-0.145-0.0700.029-0.002-0.0840.029-0.279-0.2620.000-0.112-0.2740.0150.026-0.110-0.236-0.1830.0000.045
rotated_90-0.117-0.079-0.104-0.143-0.421-0.275-0.322-0.165-0.113-0.063-0.2070.080-0.311-0.110-0.087-0.075-0.284-0.201-0.218-0.191-0.347-0.228-0.064-0.118-0.017-0.186-0.016-0.008-0.0970.020-0.042-0.029-0.027-0.054-0.068-0.014-0.106-0.078-0.054-0.060-0.063-0.088-0.082-0.026-0.012-0.0560.010-0.051-0.1280.094-0.039-0.0080.015-0.034-0.067-0.096-0.069-0.252-0.146-0.251-0.094-0.208-0.179-0.254-0.033-0.024-0.149-0.017-0.279-0.2620.000-0.148-0.321-0.012-0.006-0.110-0.125-0.1860.0000.045
flipH-0.005-0.0060.009-0.0120.087-0.021-0.020-0.035-0.006-0.0050.0360.133-0.118-0.030-0.019-0.007-0.0250.031-0.0680.0100.029-0.0380.0640.051-0.0190.0220.0030.013-0.0270.006-0.015-0.0290.023-0.027-0.0160.006-0.0210.078-0.0260.0080.017-0.010-0.0560.007-0.0240.0160.022-0.038-0.0860.056-0.0320.0100.019-0.0310.0690.0290.0060.031-0.0240.0380.014-0.0180.1190.056-0.023-0.035-0.0480.0080.013-0.0410.0000.002-0.0520.0130.037-0.0170.097-0.0060.0000.045
flipV-0.096-0.060-0.097-0.144-0.100-0.168-0.149-0.183-0.113-0.042-0.1230.186-0.220-0.080-0.048-0.040-0.276-0.178-0.262-0.213-0.260-0.4470.014-0.117-0.004-0.149-0.0160.003-0.1160.033-0.006-0.029-0.010-0.054-0.068-0.014-0.1060.006-0.044-0.052-0.046-0.070-0.042-0.0260.000-0.0450.045-0.035-0.1280.0500.008-0.026-0.0600.087-0.067-0.068-0.071-0.258-0.156-0.291-0.067-0.208-0.106-0.1950.061-0.024-0.071-0.012-0.070-0.2040.000-0.119-0.132-0.0040.016-0.048-0.125-0.2140.0000.045
dropout-0.019-0.072-0.045-0.061-0.179-0.091-0.132-0.041-0.038-0.005-0.0400.133-0.175-0.045-0.118-0.289-0.261-0.093-0.187-0.137-0.172-0.2650.004-0.082-0.024-0.089-0.0100.003-0.090-0.048-0.044-0.029-0.027-0.099-0.051-0.014-0.043-0.014-0.115-0.041-0.042-0.066-0.049-0.006-0.018-0.037-0.059-0.089-0.201-0.037-0.042-0.050-0.098-0.208-0.084-0.054-0.041-0.178-0.131-0.221-0.036-0.147-0.170-0.057-0.002-0.035-0.071-0.040-0.112-0.1770.000-0.119-0.375-0.016-0.038-0.045-0.236-0.2950.000-0.018
Recall for model retinanet_R-101-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.004-0.0510.0030.0140.071-0.0250.020-0.004-0.015-0.012-0.0120.166-0.101-0.018-0.0470.006-0.068-0.028-0.069-0.015-0.018-0.1450.086-0.031-0.004-0.001-0.0060.003-0.009-0.0160.014-0.0290.014-0.022-0.051-0.014-0.0030.0750.034-0.0020.0080.002-0.038-0.005-0.024-0.0080.002-0.033-0.1010.060-0.0310.0010.022-0.0110.0780.0360.0020.040-0.0270.011-0.0050.045-0.0010.111-0.006-0.0240.020-0.0200.055-0.0950.000-0.023-0.0260.0040.028-0.0010.000-0.086-0.045-0.035
gaussianblur_10-0.167-0.170-0.103-0.265-0.512-0.337-0.496-0.178-0.135-0.070-0.276-0.361-0.282-0.115-0.127-0.421-0.428-0.318-0.257-0.234-0.433-0.607-0.484-0.539-0.031-0.220-0.013-0.008-0.194-0.043-0.084-0.029-0.019-0.163-0.068-0.014-0.170-0.118-0.151-0.065-0.078-0.088-0.114-0.042-0.030-0.101-0.104-0.079-0.216-0.051-0.156-0.064-0.099-0.169-0.109-0.110-0.089-0.251-0.157-0.387-0.107-0.487-0.246-0.314-0.038-0.035-0.176-0.057-0.153-0.3030.000-0.162-0.420-0.025-0.187-0.119-0.222-0.425-0.045-0.035
gaussianblur_20-0.235-0.170-0.111-0.265-0.560-0.354-0.569-0.185-0.135-0.070-0.429-0.413-0.328-0.115-0.143-0.492-0.443-0.331-0.257-0.239-0.475-0.653-0.495-0.573-0.031-0.220-0.013-0.008-0.194-0.043-0.084-0.029-0.019-0.163-0.068-0.014-0.170-0.118-0.151-0.068-0.078-0.092-0.114-0.042-0.030-0.128-0.144-0.103-0.216-0.107-0.156-0.080-0.124-0.220-0.193-0.137-0.089-0.251-0.157-0.387-0.124-0.544-0.354-0.341-0.038-0.035-0.176-0.057-0.236-0.3030.000-0.176-0.420-0.025-0.187-0.119-0.222-0.432-0.045-0.035
superpixels_0p1-0.058-0.170-0.075-0.145-0.239-0.147-0.187-0.051-0.090-0.034-0.1370.060-0.237-0.068-0.117-0.260-0.225-0.186-0.163-0.195-0.246-0.471-0.276-0.298-0.031-0.143-0.013-0.008-0.142-0.016-0.084-0.029-0.019-0.063-0.068-0.014-0.170-0.099-0.115-0.054-0.057-0.060-0.114-0.038-0.030-0.078-0.085-0.056-0.1530.009-0.053-0.017-0.011-0.070-0.0070.015-0.069-0.173-0.117-0.287-0.065-0.160-0.092-0.206-0.006-0.035-0.069-0.047-0.111-0.2260.000-0.076-0.159-0.025-0.069-0.109-0.222-0.215-0.045-0.035
superpixels_0p5-0.153-0.161-0.100-0.239-0.417-0.319-0.387-0.156-0.113-0.055-0.2760.060-0.282-0.106-0.133-0.407-0.384-0.265-0.257-0.239-0.444-0.653-0.437-0.523-0.031-0.171-0.013-0.008-0.194-0.043-0.084-0.029-0.019-0.119-0.068-0.014-0.170-0.118-0.151-0.065-0.070-0.081-0.114-0.034-0.030-0.119-0.136-0.087-0.209-0.070-0.108-0.015-0.124-0.173-0.083-0.026-0.083-0.219-0.157-0.367-0.118-0.429-0.164-0.341-0.022-0.035-0.157-0.057-0.153-0.2800.000-0.176-0.272-0.025-0.101-0.106-0.222-0.371-0.045-0.035
superpixels_0p85-0.231-0.170-0.111-0.265-0.512-0.354-0.551-0.178-0.135-0.060-0.401-0.027-0.328-0.115-0.143-0.492-0.443-0.331-0.257-0.239-0.475-0.653-0.474-0.573-0.031-0.208-0.013-0.008-0.194-0.043-0.084-0.029-0.019-0.141-0.068-0.014-0.170-0.118-0.139-0.066-0.078-0.081-0.114-0.042-0.030-0.133-0.144-0.103-0.216-0.092-0.156-0.072-0.124-0.220-0.159-0.114-0.089-0.251-0.127-0.387-0.124-0.544-0.284-0.341-0.038-0.035-0.176-0.057-0.236-0.3030.000-0.176-0.420-0.025-0.187-0.106-0.222-0.432-0.045-0.035
colorspace_25-0.0130.001-0.0080.0160.0590.0010.024-0.037-0.004-0.034-0.0400.113-0.010-0.021-0.045-0.008-0.083-0.018-0.062-0.068-0.023-0.0540.075-0.1230.0030.0200.0010.005-0.034-0.0160.022-0.0290.0140.002-0.068-0.0140.0130.087-0.009-0.0020.024-0.019-0.034-0.017-0.018-0.021-0.034-0.056-0.195-0.070-0.053-0.080-0.049-0.159-0.1000.0150.0040.010-0.0270.020-0.010-0.028-0.0070.092-0.006-0.0240.010-0.0310.055-0.0150.000-0.024-0.0710.0040.0260.0210.000-0.094-0.045-0.035
colorspace_50-0.019-0.035-0.0180.0030.0110.001-0.003-0.0210.021-0.028-0.0680.113-0.055-0.021-0.0630.013-0.115-0.033-0.069-0.077-0.0520.0070.075-0.139-0.0040.020-0.008-0.008-0.004-0.0160.002-0.029-0.0030.013-0.051-0.014-0.0180.059-0.001-0.0080.008-0.013-0.034-0.005-0.018-0.021-0.057-0.072-0.195-0.085-0.105-0.080-0.124-0.215-0.0920.015-0.003-0.010-0.0570.040-0.002-0.0090.0030.123-0.006-0.0240.010-0.0310.055-0.0530.000-0.026-0.0710.0040.0370.0260.000-0.089-0.045-0.035
averageblur_5_11-0.016-0.075-0.018-0.049-0.0760.0010.012-0.027-0.052-0.026-0.0260.166-0.146-0.035-0.066-0.069-0.152-0.036-0.094-0.096-0.056-0.1980.047-0.106-0.024-0.049-0.0080.003-0.077-0.016-0.025-0.029-0.019-0.072-0.068-0.014-0.0300.011-0.005-0.017-0.034-0.027-0.048-0.030-0.024-0.014-0.024-0.041-0.0910.029-0.028-0.023-0.009-0.0110.044-0.012-0.019-0.063-0.086-0.0000.0090.007-0.0520.061-0.006-0.035-0.072-0.0250.014-0.1790.000-0.048-0.122-0.008-0.004-0.0410.000-0.122-0.045-0.035
medianblur_1-0.011-0.102-0.030-0.019-0.088-0.061-0.115-0.039-0.045-0.018-0.0260.166-0.146-0.061-0.065-0.072-0.085-0.085-0.0860.011-0.074-0.0840.009-0.089-0.014-0.021-0.0130.013-0.117-0.016-0.028-0.0290.014-0.041-0.051-0.014-0.0270.007-0.021-0.0230.009-0.027-0.054-0.005-0.012-0.007-0.034-0.049-0.0910.060-0.047-0.0010.026-0.0210.0100.015-0.010-0.046-0.076-0.027-0.010-0.025-0.0770.006-0.006-0.002-0.005-0.0250.055-0.1520.000-0.066-0.134-0.0120.028-0.026-0.111-0.086-0.045-0.035
sharpen_0-0.009-0.035-0.020-0.016-0.0360.022-0.0210.008-0.026-0.018-0.0170.113-0.040-0.034-0.072-0.027-0.093-0.031-0.088-0.034-0.050-0.0840.085-0.011-0.004-0.0280.001-0.008-0.036-0.016-0.020-0.0290.014-0.050-0.068-0.0140.0230.0710.013-0.0160.026-0.022-0.025-0.013-0.030-0.029-0.054-0.056-0.1460.077-0.036-0.0240.008-0.0640.027-0.0030.0040.046-0.0310.033-0.002-0.025-0.0270.091-0.006-0.024-0.059-0.0250.014-0.0650.000-0.058-0.103-0.0040.039-0.016-0.167-0.086-0.045-0.035
sharpen_1-0.003-0.032-0.0140.0130.0070.017-0.002-0.030-0.011-0.023-0.0450.113-0.032-0.030-0.061-0.020-0.050-0.013-0.082-0.075-0.041-0.0840.085-0.042-0.0100.0040.004-0.008-0.040-0.0160.016-0.0290.014-0.022-0.068-0.014-0.0060.0690.022-0.0160.041-0.027-0.031-0.009-0.018-0.036-0.064-0.056-0.1050.077-0.016-0.036-0.039-0.083-0.007-0.0120.0090.041-0.0440.001-0.008-0.022-0.0600.101-0.006-0.013-0.052-0.0250.014-0.1000.000-0.067-0.116-0.0010.039-0.0010.000-0.050-0.045-0.035
sharpen_2-0.005-0.030-0.010-0.0040.0470.022-0.026-0.020-0.008-0.0230.0110.113-0.010-0.021-0.049-0.072-0.048-0.012-0.088-0.074-0.0280.0070.075-0.025-0.0040.007-0.002-0.008-0.051-0.016-0.020-0.029-0.003-0.033-0.068-0.0140.0080.0570.013-0.0220.011-0.011-0.038-0.019-0.018-0.030-0.024-0.049-0.0700.075-0.025-0.015-0.006-0.069-0.0240.0130.0130.070-0.035-0.039-0.0020.013-0.0900.072-0.006-0.024-0.033-0.0250.014-0.1410.000-0.031-0.111-0.0040.028-0.003-0.056-0.102-0.045-0.035
addintensity_-80-0.027-0.057-0.027-0.0220.047-0.003-0.055-0.065-0.045-0.0390.0020.060-0.146-0.054-0.053-0.058-0.130-0.017-0.088-0.051-0.097-0.1980.028-0.059-0.0280.014-0.0080.003-0.116-0.016-0.048-0.0290.014-0.028-0.051-0.014-0.0150.0570.007-0.022-0.024-0.029-0.043-0.013-0.0180.012-0.006-0.041-0.146-0.034-0.028-0.0360.076-0.0140.044-0.005-0.031-0.067-0.0880.050-0.022-0.067-0.0540.020-0.006-0.024-0.003-0.0250.014-0.1370.000-0.019-0.137-0.001-0.015-0.044-0.074-0.079-0.045-0.035
addintensity_80-0.002-0.037-0.008-0.0120.003-0.003-0.008-0.032-0.015-0.0180.0150.166-0.010-0.033-0.042-0.004-0.0480.004-0.082-0.036-0.013-0.0390.086-0.042-0.010-0.036-0.0050.003-0.046-0.016-0.031-0.029-0.019-0.037-0.068-0.014-0.0020.086-0.013-0.0160.034-0.009-0.031-0.0090.017-0.0090.001-0.033-0.0910.075-0.019-0.0210.043-0.0050.0270.034-0.0030.002-0.0490.064-0.018-0.0060.0170.097-0.006-0.013-0.010-0.0360.097-0.1000.000-0.031-0.0390.0090.049-0.007-0.056-0.106-0.045-0.035
elementrandomintensity_1-0.035-0.124-0.029-0.065-0.300-0.161-0.178-0.066-0.098-0.034-0.0960.113-0.191-0.057-0.101-0.189-0.120-0.117-0.094-0.093-0.333-0.1070.018-0.131-0.031-0.032-0.0080.003-0.116-0.043-0.042-0.029-0.019-0.039-0.068-0.014-0.121-0.007-0.060-0.058-0.037-0.057-0.074-0.034-0.030-0.078-0.120-0.095-0.164-0.094-0.074-0.076-0.061-0.099-0.092-0.068-0.068-0.128-0.152-0.330-0.052-0.208-0.208-0.217-0.006-0.035-0.176-0.057-0.153-0.2960.000-0.112-0.326-0.025-0.123-0.065-0.222-0.040-0.045-0.035
multiplyintensity_0p25-0.019-0.051-0.019-0.012-0.0120.020-0.055-0.043-0.075-0.0340.0020.113-0.191-0.060-0.062-0.006-0.070-0.014-0.082-0.045-0.069-0.1300.075-0.042-0.010-0.031-0.008-0.008-0.087-0.016-0.056-0.029-0.003-0.039-0.051-0.014-0.0450.0410.007-0.0290.001-0.043-0.050-0.017-0.030-0.036-0.065-0.079-0.195-0.012-0.042-0.0640.010-0.0100.002-0.040-0.023-0.019-0.043-0.027-0.045-0.016-0.0330.087-0.006-0.0130.010-0.0470.055-0.0630.000-0.033-0.163-0.0010.017-0.044-0.056-0.102-0.045-0.035
multiplyintensity_20.004-0.016-0.008-0.001-0.0180.004-0.033-0.023-0.008-0.018-0.0400.113-0.021-0.038-0.0520.062-0.055-0.035-0.094-0.049-0.015-0.0620.107-0.084-0.004-0.062-0.005-0.008-0.063-0.016-0.011-0.029-0.003-0.048-0.068-0.0140.0160.025-0.025-0.0120.009-0.024-0.043-0.001-0.030-0.052-0.034-0.026-0.039-0.003-0.029-0.0540.0460.0170.0100.0020.0040.037-0.057-0.045-0.014-0.064-0.0060.090-0.006-0.013-0.082-0.031-0.070-0.1080.000-0.064-0.0390.0030.0490.0090.000-0.107-0.045-0.035
contrastnormalization_0-0.005-0.059-0.006-0.0430.0350.0090.018-0.019-0.004-0.0180.0150.113-0.055-0.025-0.039-0.037-0.063-0.027-0.057-0.029-0.020-0.1220.065-0.0890.0030.022-0.0050.003-0.054-0.016-0.017-0.029-0.003-0.011-0.051-0.014-0.0010.086-0.013-0.0070.006-0.016-0.024-0.0170.005-0.0170.002-0.064-0.1900.058-0.012-0.0340.014-0.0240.0270.0360.0050.039-0.0240.053-0.011-0.006-0.0040.073-0.006-0.0240.033-0.0310.097-0.0620.000-0.007-0.0400.0110.039-0.009-0.111-0.076-0.045-0.035
contrastnormalization_1-0.004-0.059-0.012-0.0220.035-0.0070.010-0.025-0.011-0.007-0.0170.113-0.101-0.032-0.040-0.015-0.063-0.037-0.069-0.022-0.008-0.0620.086-0.045-0.004-0.009-0.0050.003-0.058-0.016-0.003-0.0290.0140.011-0.060-0.014-0.0340.0950.034-0.0080.018-0.005-0.0380.002-0.0180.002-0.005-0.031-0.1010.0530.004-0.0200.016-0.0070.0780.0500.008-0.001-0.0490.0350.0020.013-0.0360.099-0.006-0.024-0.023-0.0360.097-0.0320.000-0.017-0.0940.0150.0390.011-0.056-0.102-0.045-0.035
contrastnormalization_2-0.008-0.030-0.006-0.0000.0710.008-0.028-0.019-0.019-0.028-0.0310.166-0.055-0.024-0.042-0.006-0.030-0.032-0.057-0.022-0.0290.0520.080-0.006-0.0100.008-0.005-0.008-0.055-0.0160.002-0.0290.014-0.006-0.068-0.0140.0160.0830.022-0.0080.013-0.010-0.051-0.015-0.024-0.012-0.003-0.031-0.1170.0460.005-0.0070.036-0.0270.0780.0430.0000.062-0.0490.015-0.0130.0040.0010.074-0.006-0.024-0.033-0.0360.055-0.1060.000-0.016-0.0710.0120.033-0.009-0.056-0.071-0.045-0.035
elastic_1-0.075-0.170-0.072-0.261-0.512-0.307-0.436-0.134-0.128-0.049-0.1230.008-0.282-0.078-0.127-0.224-0.220-0.204-0.207-0.230-0.249-0.153-0.437-0.359-0.031-0.153-0.0130.003-0.194-0.016-0.084-0.029-0.019-0.136-0.068-0.014-0.170-0.034-0.115-0.062-0.070-0.071-0.114-0.042-0.030-0.114-0.101-0.072-0.2160.046-0.117-0.044-0.074-0.052-0.092-0.123-0.086-0.206-0.144-0.297-0.091-0.439-0.310-0.301-0.038-0.035-0.176-0.057-0.236-0.3030.000-0.162-0.420-0.025-0.187-0.069-0.111-0.232-0.045-0.035
scaled_1p250.019-0.025-0.0100.0190.0670.040-0.057-0.0400.0430.014-0.0120.218-0.0100.001-0.0090.1140.0190.045-0.0320.0280.0080.0290.1040.0650.0070.0670.0040.0670.0230.1730.015-0.0290.0550.0370.002-0.0140.0070.1320.062-0.0060.055-0.009-0.0630.037-0.0080.0010.065-0.029-0.0490.0850.0970.0550.1420.0930.0270.0830.013-0.001-0.0480.023-0.0020.0070.0220.1170.009-0.0240.0330.0400.097-0.0360.0000.039-0.0750.0190.135-0.001-0.111-0.071-0.045-0.035
scaled_0p75-0.088-0.103-0.072-0.045-0.084-0.109-0.050-0.066-0.061-0.052-0.0540.060-0.131-0.035-0.052-0.112-0.078-0.098-0.136-0.071-0.066-0.001-0.015-0.128-0.029-0.081-0.008-0.008-0.079-0.043-0.042-0.029-0.019-0.078-0.068-0.014-0.071-0.009-0.117-0.045-0.045-0.062-0.108-0.026-0.018-0.062-0.028-0.059-0.127-0.041-0.091-0.018-0.024-0.106-0.024-0.026-0.046-0.030-0.096-0.028-0.060-0.125-0.067-0.036-0.006-0.024-0.085-0.041-0.125-0.0920.000-0.110-0.076-0.002-0.037-0.063-0.074-0.190-0.045-0.035
scaled_0p5-0.149-0.116-0.092-0.123-0.215-0.135-0.143-0.098-0.113-0.068-0.214-0.150-0.222-0.056-0.110-0.177-0.221-0.166-0.165-0.120-0.230-0.243-0.172-0.250-0.031-0.114-0.013-0.008-0.154-0.043-0.050-0.029-0.019-0.106-0.068-0.014-0.163-0.040-0.145-0.059-0.070-0.085-0.114-0.039-0.030-0.100-0.085-0.095-0.153-0.087-0.124-0.072-0.082-0.112-0.125-0.038-0.078-0.131-0.122-0.105-0.079-0.266-0.210-0.157-0.038-0.035-0.167-0.036-0.111-0.1700.000-0.129-0.201-0.018-0.117-0.088-0.111-0.260-0.045-0.035
scaled_(1p25, 1p0)0.008-0.011-0.0240.0210.0710.004-0.026-0.0370.0150.0030.0150.166-0.0100.013-0.0290.158-0.0080.027-0.051-0.010-0.028-0.0090.0890.0640.007-0.0080.0010.024-0.0130.065-0.003-0.0290.0300.045-0.051-0.014-0.0190.073-0.020-0.0080.033-0.000-0.0510.0240.005-0.0190.037-0.045-0.0590.0890.0350.0170.1180.0480.0610.0710.0050.016-0.0380.1200.014-0.0030.0130.1370.009-0.024-0.036-0.0150.0970.0100.0000.045-0.0430.0150.071-0.038-0.111-0.089-0.045-0.035
scaled_(0p75, 1p0)-0.059-0.065-0.061-0.0300.043-0.076-0.007-0.035-0.007-0.049-0.0450.113-0.085-0.038-0.044-0.122-0.090-0.064-0.117-0.076-0.065-0.1300.023-0.157-0.021-0.024-0.0080.003-0.080-0.043-0.011-0.029-0.003-0.039-0.068-0.014-0.0220.043-0.032-0.0250.001-0.044-0.079-0.001-0.018-0.033-0.014-0.072-0.122-0.022-0.053-0.0330.005-0.0650.010-0.005-0.0360.015-0.064-0.030-0.039-0.1180.0300.026-0.006-0.035-0.057-0.0250.014-0.0830.000-0.050-0.106-0.005-0.015-0.032-0.056-0.171-0.0450.090
scaled_(1p0, 1p25)0.012-0.0000.0040.0110.0470.025-0.018-0.0330.0160.0220.0020.139-0.055-0.042-0.0180.060-0.0180.011-0.065-0.044-0.0370.0520.1060.011-0.0080.0370.0060.0130.0170.0380.008-0.0290.0300.027-0.016-0.0140.0290.1400.048-0.0040.030-0.012-0.0340.020-0.001-0.0090.041-0.060-0.0630.0650.0290.0190.0680.0280.0440.0990.007-0.001-0.023-0.067-0.0220.0070.0050.132-0.006-0.0240.0070.0210.055-0.0230.000-0.005-0.0610.0120.0390.023-0.056-0.071-0.0450.027
scaled_(1p0, 0p75)-0.039-0.053-0.031-0.0280.023-0.052-0.065-0.048-0.060-0.049-0.0590.113-0.101-0.012-0.042-0.024-0.058-0.035-0.080-0.014-0.0240.0070.037-0.084-0.015-0.068-0.008-0.008-0.043-0.016-0.023-0.029-0.003-0.056-0.068-0.014-0.0610.031-0.054-0.034-0.012-0.043-0.030-0.009-0.006-0.026-0.018-0.064-0.084-0.000-0.026-0.0360.064-0.033-0.007-0.003-0.0160.077-0.0730.086-0.027-0.019-0.0570.060-0.006-0.024-0.002-0.0410.014-0.0770.000-0.005-0.0410.005-0.021-0.005-0.056-0.135-0.045-0.035
translate_(0p1, 0p1)-0.058-0.095-0.060-0.0470.047-0.094-0.069-0.063-0.045-0.052-0.0630.060-0.085-0.036-0.047-0.080-0.068-0.055-0.069-0.062-0.056-0.0160.059-0.102-0.031-0.041-0.0080.003-0.062-0.016-0.020-0.029-0.003-0.038-0.068-0.014-0.0470.056-0.062-0.040-0.024-0.062-0.061-0.013-0.018-0.055-0.027-0.072-0.122-0.037-0.023-0.0330.004-0.0390.027-0.017-0.0270.031-0.105-0.030-0.057-0.097-0.036-0.029-0.006-0.019-0.078-0.0360.014-0.0290.000-0.063-0.054-0.011-0.026-0.014-0.111-0.125-0.045-0.035
translate_(0p1, -0p1)-0.024-0.037-0.0320.0100.003-0.049-0.029-0.028-0.007-0.015-0.0190.139-0.085-0.028-0.033-0.017-0.050-0.037-0.049-0.053-0.035-0.0160.084-0.060-0.0130.0250.0000.003-0.0000.0110.002-0.029-0.003-0.020-0.033-0.014-0.0010.097-0.020-0.0210.012-0.033-0.0340.007-0.012-0.013-0.008-0.064-0.0560.0310.009-0.0150.0430.0290.0270.048-0.0020.026-0.0350.008-0.0220.016-0.0260.081-0.006-0.013-0.011-0.0250.0970.0140.000-0.012-0.016-0.0090.017-0.038-0.111-0.086-0.045-0.035
translate_(-0p1, 0p1)-0.018-0.064-0.039-0.0330.047-0.015-0.016-0.040-0.013-0.039-0.0120.113-0.123-0.024-0.0110.020-0.078-0.018-0.057-0.027-0.0250.0290.099-0.003-0.024-0.020-0.0020.035-0.0210.0110.002-0.0290.0220.036-0.068-0.0140.0050.093-0.025-0.0180.030-0.041-0.0680.009-0.012-0.013-0.014-0.033-0.0490.0480.0230.0130.089-0.0410.0440.099-0.026-0.012-0.0480.025-0.0250.039-0.0280.096-0.006-0.024-0.053-0.0250.097-0.0240.0000.005-0.0580.0120.006-0.034-0.056-0.056-0.045-0.035
translate_(-0p1, -0p1)0.014-0.025-0.0040.0160.0590.055-0.013-0.0290.0340.0090.0020.179-0.0320.017-0.0090.1540.0640.047-0.0260.019-0.0020.0750.1300.0270.0070.100-0.0050.0560.0090.1730.033-0.0290.0550.0520.0020.0060.0330.1380.045-0.0000.0430.008-0.0450.0520.0110.0150.024-0.033-0.0180.1060.0350.0240.1600.0730.0270.1200.0100.011-0.0140.0680.0120.1030.0470.1580.009-0.0240.0390.0120.097-0.0220.0000.071-0.0310.0150.114-0.0200.000-0.027-0.045-0.035
translate_(0p1, 0)-0.039-0.046-0.052-0.0150.023-0.078-0.033-0.042-0.008-0.031-0.0630.060-0.085-0.042-0.047-0.089-0.060-0.028-0.088-0.037-0.0180.0290.085-0.064-0.023-0.042-0.0020.003-0.053-0.016-0.011-0.029-0.003-0.017-0.068-0.014-0.0070.046-0.035-0.0340.011-0.030-0.021-0.001-0.018-0.021-0.037-0.072-0.080-0.008-0.021-0.0330.037-0.0240.0270.013-0.0150.008-0.0390.015-0.022-0.044-0.0100.089-0.006-0.024-0.025-0.0310.097-0.0400.000-0.055-0.039-0.0050.001-0.007-0.111-0.073-0.045-0.035
translate_(-0p1, 0)0.003-0.007-0.025-0.0050.0470.026-0.001-0.0330.052-0.0020.0150.166-0.0100.032-0.0320.062-0.0330.022-0.0590.0380.0050.0520.1060.0470.0100.020-0.0020.035-0.0080.065-0.020-0.0290.0220.030-0.051-0.0140.0300.120-0.002-0.0050.0360.003-0.0440.035-0.0120.0140.028-0.041-0.0180.0720.0220.0360.1300.0390.0610.099-0.0030.027-0.0130.056-0.0000.0820.0470.1420.009-0.0240.003-0.0150.097-0.0110.0000.014-0.0390.0090.055-0.026-0.056-0.048-0.045-0.035
translate_(0, 0p1)-0.023-0.048-0.027-0.0240.035-0.032-0.028-0.0380.003-0.039-0.0170.060-0.055-0.020-0.032-0.045-0.080-0.019-0.063-0.014-0.001-0.0160.075-0.050-0.017-0.041-0.0080.003-0.055-0.016-0.016-0.0290.014-0.006-0.068-0.014-0.0300.061-0.019-0.0130.005-0.023-0.0410.002-0.006-0.0240.002-0.074-0.039-0.012-0.002-0.0030.018-0.0390.0610.026-0.0150.013-0.074-0.020-0.0390.007-0.0260.081-0.006-0.002-0.007-0.0250.014-0.0520.000-0.031-0.0300.007-0.004-0.003-0.056-0.040-0.045-0.035
translate_(0, -0p1)0.0120.0060.0120.0450.0390.016-0.016-0.0120.0350.0090.0150.113-0.0100.003-0.0140.043-0.011-0.001-0.044-0.0350.0110.0750.110-0.0060.0220.043-0.0050.0030.0150.0380.002-0.0290.0300.018-0.016-0.0140.0440.1320.0420.0010.020-0.006-0.0240.0240.0230.027-0.003-0.033-0.0110.0770.0330.0030.0660.0460.0270.0990.0100.0450.0070.0280.0030.0650.0160.090-0.006-0.0130.0020.0170.180-0.0360.0000.077-0.0030.0050.056-0.007-0.056-0.056-0.045-0.035
rotated_30.006-0.0190.0080.0140.047-0.025-0.028-0.0070.010-0.0020.0110.113-0.101-0.017-0.0440.014-0.026-0.027-0.057-0.012-0.018-0.0090.096-0.0420.017-0.0030.0010.013-0.0140.0110.008-0.0290.0470.002-0.051-0.0140.0550.1090.022-0.0050.0270.007-0.0440.0140.0050.009-0.009-0.033-0.0490.0600.043-0.0020.0510.0400.0950.0780.0080.057-0.0100.0760.0130.0550.0280.127-0.006-0.013-0.029-0.0250.139-0.0600.000-0.0190.0260.0090.0390.0270.000-0.032-0.0450.090
rotated_50.010-0.0210.0090.0390.091-0.000-0.035-0.015-0.000-0.0020.0290.104-0.1010.005-0.0290.071-0.033-0.041-0.042-0.010-0.005-0.0160.089-0.0250.003-0.0400.0010.035-0.0040.011-0.006-0.0290.030-0.007-0.051-0.0140.0410.0870.028-0.0010.015-0.004-0.0180.011-0.0060.0080.011-0.047-0.0540.0750.0060.0050.0790.0680.0690.0780.0000.052-0.0090.0230.0160.0650.0130.097-0.006-0.0130.0570.0010.1390.0050.000-0.001-0.0130.0170.039-0.003-0.056-0.094-0.045-0.035
rotated_100.016-0.0210.0030.0310.023-0.018-0.005-0.012-0.0050.0140.0150.113-0.131-0.024-0.0330.100-0.035-0.038-0.054-0.010-0.030-0.0160.075-0.003-0.0070.0100.0010.061-0.0070.038-0.011-0.0290.0300.018-0.051-0.0140.0480.0670.010-0.0000.054-0.003-0.0280.0200.0230.0050.025-0.039-0.0260.1040.041-0.0050.0600.1060.0660.1200.0070.010-0.0550.0710.0210.0360.0170.1070.025-0.0020.0390.0120.139-0.0500.0000.031-0.0550.0270.082-0.032-0.074-0.035-0.0450.090
rotated_45-0.017-0.030-0.035-0.044-0.036-0.216-0.296-0.090-0.120-0.028-0.0960.192-0.282-0.085-0.0500.0790.009-0.111-0.094-0.112-0.113-0.0620.1100.014-0.017-0.093-0.0050.056-0.0580.0240.1260.1610.030-0.058-0.0680.0060.0170.0990.003-0.032-0.037-0.0380.012-0.0210.017-0.0240.009-0.053-0.0450.1070.0380.0030.0390.0630.0270.043-0.059-0.238-0.091-0.177-0.065-0.025-0.1090.0330.0250.004-0.0390.037-0.153-0.2450.000-0.055-0.2950.0180.055-0.119-0.111-0.145-0.0450.007
rotated_60-0.055-0.061-0.082-0.095-0.084-0.267-0.342-0.118-0.120-0.049-0.2070.218-0.328-0.102-0.066-0.058-0.035-0.210-0.182-0.176-0.209-0.1530.016-0.088-0.031-0.157-0.0080.013-0.0950.038-0.0000.0660.014-0.052-0.033-0.014-0.056-0.007-0.011-0.051-0.053-0.062-0.001-0.0260.005-0.0310.007-0.0550.0100.1120.0200.0320.0010.0930.0360.008-0.074-0.251-0.096-0.257-0.077-0.035-0.157-0.0730.0250.031-0.0520.044-0.236-0.2570.000-0.126-0.3620.0010.024-0.119-0.222-0.179-0.0450.048
rotated_90-0.107-0.043-0.110-0.135-0.346-0.273-0.339-0.160-0.128-0.065-0.1230.008-0.328-0.112-0.067-0.041-0.249-0.254-0.213-0.159-0.260-0.175-0.068-0.153-0.024-0.171-0.008-0.003-0.0900.038-0.056-0.029-0.003-0.063-0.0680.006-0.124-0.022-0.048-0.059-0.070-0.081-0.081-0.034-0.006-0.0610.002-0.056-0.1220.089-0.010-0.036-0.0240.014-0.024-0.075-0.080-0.245-0.107-0.247-0.096-0.141-0.172-0.311-0.006-0.019-0.127-0.016-0.236-0.2800.000-0.155-0.353-0.020-0.015-0.119-0.111-0.202-0.0450.090
flipH-0.008-0.036-0.002-0.0060.0670.008-0.016-0.0200.006-0.0180.0340.113-0.0890.027-0.0160.015-0.018-0.009-0.019-0.0160.0150.0290.0370.034-0.0170.0190.0110.013-0.0230.038-0.006-0.0290.0470.0030.0020.006-0.0360.099-0.036-0.0040.0010.017-0.0280.020-0.0060.0180.025-0.0440.0030.051-0.020-0.0140.039-0.0140.0440.0150.0140.062-0.0160.0020.013-0.0160.1430.048-0.006-0.002-0.0050.0010.055-0.0900.0000.030-0.0390.0040.060-0.0180.000-0.059-0.045-0.035
flipV-0.100-0.108-0.093-0.158-0.060-0.133-0.115-0.174-0.120-0.044-0.0960.113-0.237-0.085-0.057-0.098-0.287-0.232-0.244-0.210-0.293-0.4710.000-0.159-0.014-0.141-0.0130.035-0.1050.065-0.0280.0190.014-0.026-0.068-0.014-0.108-0.005-0.036-0.047-0.037-0.078-0.041-0.026-0.015-0.0580.009-0.044-0.1220.0020.001-0.024-0.0490.053-0.075-0.082-0.080-0.238-0.137-0.287-0.082-0.275-0.139-0.1980.025-0.013-0.039-0.020-0.070-0.1760.000-0.126-0.141-0.006-0.004-0.090-0.111-0.181-0.045-0.035
dropout-0.023-0.072-0.029-0.034-0.258-0.129-0.139-0.036-0.068-0.028-0.0120.087-0.237-0.065-0.102-0.252-0.212-0.110-0.138-0.115-0.182-0.2210.038-0.050-0.031-0.012-0.0080.003-0.090-0.043-0.011-0.029-0.019-0.048-0.060-0.014-0.084-0.032-0.036-0.038-0.045-0.043-0.061-0.001-0.030-0.036-0.067-0.072-0.195-0.022-0.023-0.036-0.011-0.089-0.092-0.075-0.029-0.113-0.101-0.054-0.014-0.294-0.202-0.134-0.006-0.035-0.072-0.057-0.153-0.2380.000-0.133-0.380-0.023-0.047-0.044-0.111-0.209-0.045-0.035
Recall for model retinanet_X-101-64x4d-FPN_2x
transformpersonbicyclecarmotorcycleairplanebustraintruckboattraffic lightfire hydrantstop signparking meterbenchbirdcatdoghorsesheepcowelephantbearzebragiraffebackpackumbrellahandbagtiesuitcasefrisbeeskissnowboardsports ballkitebaseball batbaseball gloveskateboardsurfboardtennis racketbottlewine glasscupforkknifespoonbowlbananaapplesandwichorangebroccolicarrothot dogpizzadonutcakechaircouchpotted plantbeddining tabletoilettvlaptopmouseremotekeyboardcell phonemicrowaveoventoastersinkrefrigeratorbookclockvasescissorsteddy bearhair driertoothbrush
None0.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
gaussianblur_10.000-0.0140.0010.0390.0760.007-0.011-0.025-0.006-0.014-0.0290.139-0.084-0.020-0.0450.0010.008-0.000-0.0960.007-0.033-0.0230.081-0.041-0.016-0.036-0.002-0.001-0.047-0.021-0.009-0.0340.026-0.049-0.041-0.0300.0120.1040.031-0.0150.0360.002-0.021-0.004-0.043-0.006-0.033-0.028-0.1220.0750.0010.0310.008-0.0340.0350.0140.0150.051-0.0120.0970.0040.027-0.0130.079-0.002-0.013-0.010-0.0260.042-0.0100.000-0.033-0.0190.0010.022-0.033-0.014-0.0790.0000.055
gaussianblur_10-0.151-0.164-0.101-0.257-0.567-0.307-0.536-0.191-0.138-0.051-0.400-0.229-0.311-0.133-0.145-0.426-0.410-0.316-0.282-0.254-0.413-0.591-0.499-0.563-0.036-0.240-0.020-0.001-0.191-0.048-0.079-0.034-0.023-0.166-0.058-0.030-0.176-0.115-0.144-0.078-0.079-0.081-0.138-0.061-0.055-0.117-0.162-0.115-0.2340.037-0.167-0.063-0.132-0.169-0.152-0.118-0.104-0.252-0.168-0.311-0.117-0.502-0.324-0.321-0.033-0.046-0.193-0.069-0.208-0.3050.000-0.188-0.410-0.032-0.187-0.119-0.236-0.4240.000-0.070
gaussianblur_20-0.229-0.164-0.110-0.265-0.590-0.353-0.555-0.199-0.138-0.067-0.427-0.413-0.311-0.133-0.145-0.489-0.440-0.335-0.282-0.254-0.491-0.660-0.499-0.580-0.036-0.240-0.020-0.001-0.191-0.048-0.079-0.034-0.023-0.177-0.058-0.030-0.176-0.115-0.144-0.081-0.079-0.091-0.138-0.061-0.055-0.134-0.169-0.115-0.234-0.094-0.174-0.071-0.144-0.244-0.203-0.146-0.104-0.252-0.168-0.371-0.130-0.515-0.380-0.354-0.033-0.046-0.193-0.069-0.291-0.3050.000-0.188-0.410-0.032-0.187-0.119-0.236-0.4390.000-0.070
superpixels_0p1-0.055-0.145-0.070-0.169-0.352-0.115-0.164-0.088-0.108-0.035-0.0660.087-0.175-0.073-0.105-0.116-0.191-0.204-0.203-0.205-0.255-0.281-0.248-0.313-0.036-0.122-0.0200.009-0.143-0.048-0.079-0.034-0.006-0.110-0.058-0.030-0.144-0.073-0.079-0.064-0.071-0.053-0.112-0.045-0.055-0.094-0.105-0.077-0.2230.022-0.034-0.015-0.088-0.090-0.0300.018-0.076-0.148-0.128-0.261-0.068-0.063-0.129-0.190-0.033-0.046-0.075-0.047-0.124-0.1650.000-0.117-0.113-0.032-0.058-0.076-0.125-0.2530.000-0.070
superpixels_0p5-0.153-0.164-0.097-0.245-0.459-0.301-0.391-0.166-0.123-0.046-0.2610.087-0.266-0.128-0.125-0.419-0.410-0.322-0.275-0.244-0.468-0.569-0.478-0.555-0.036-0.179-0.0200.009-0.181-0.048-0.079-0.034-0.023-0.144-0.058-0.030-0.176-0.115-0.132-0.072-0.079-0.081-0.125-0.061-0.055-0.127-0.156-0.100-0.234-0.077-0.133-0.031-0.094-0.225-0.152-0.076-0.101-0.239-0.158-0.351-0.126-0.342-0.146-0.341-0.033-0.046-0.193-0.069-0.208-0.2820.000-0.188-0.288-0.032-0.112-0.107-0.236-0.3780.000-0.070
superpixels_0p85-0.234-0.164-0.108-0.265-0.590-0.353-0.518-0.191-0.138-0.056-0.3720.060-0.311-0.133-0.140-0.489-0.440-0.335-0.282-0.254-0.491-0.660-0.489-0.580-0.036-0.209-0.020-0.001-0.191-0.048-0.079-0.034-0.023-0.149-0.058-0.030-0.176-0.103-0.132-0.078-0.079-0.091-0.138-0.061-0.055-0.134-0.169-0.115-0.234-0.094-0.160-0.071-0.144-0.244-0.203-0.139-0.104-0.252-0.148-0.371-0.130-0.505-0.292-0.354-0.033-0.046-0.193-0.069-0.291-0.3050.000-0.188-0.410-0.032-0.187-0.119-0.236-0.4390.000-0.070
colorspace_25-0.018-0.0070.0040.0050.0450.0290.054-0.0500.012-0.025-0.0430.166-0.0380.021-0.053-0.050-0.042-0.012-0.088-0.042-0.0030.0220.113-0.0710.015-0.042-0.0050.011-0.032-0.021-0.001-0.0340.010-0.008-0.058-0.0300.0250.0720.031-0.0010.033-0.007-0.032-0.037-0.008-0.014-0.044-0.023-0.213-0.036-0.047-0.071-0.069-0.188-0.101-0.021-0.0050.004-0.0570.095-0.0100.036-0.0750.111-0.002-0.0350.010-0.0370.0420.0190.000-0.021-0.1010.0010.0490.017-0.014-0.0340.000-0.008
colorspace_50-0.022-0.0070.0060.0170.0450.0200.060-0.0190.002-0.014-0.0430.113-0.0610.006-0.051-0.034-0.064-0.007-0.100-0.045-0.024-0.0760.087-0.0880.010-0.0300.0010.011-0.038-0.021-0.001-0.0340.010-0.003-0.058-0.0300.0250.0560.002-0.008-0.000-0.005-0.052-0.037-0.032-0.019-0.122-0.069-0.213-0.050-0.078-0.071-0.144-0.206-0.0840.007-0.006-0.006-0.0320.129-0.0120.049-0.0200.109-0.002-0.046-0.029-0.0310.0420.0110.000-0.037-0.097-0.0000.0260.004-0.014-0.0960.0000.055
averageblur_5_11-0.013-0.054-0.020-0.046-0.0820.025-0.052-0.046-0.036-0.0250.0030.166-0.129-0.058-0.0550.004-0.104-0.041-0.132-0.081-0.105-0.1140.053-0.113-0.036-0.096-0.008-0.001-0.066-0.021-0.038-0.0340.010-0.097-0.058-0.030-0.0690.0460.002-0.033-0.021-0.010-0.045-0.045-0.043-0.044-0.058-0.038-0.0910.020-0.013-0.013-0.017-0.0440.001-0.007-0.033-0.070-0.104-0.046-0.001-0.028-0.1040.046-0.002-0.035-0.105-0.0420.042-0.1110.000-0.038-0.158-0.014-0.010-0.027-0.014-0.1780.0000.055
medianblur_1-0.009-0.066-0.031-0.012-0.138-0.029-0.065-0.069-0.089-0.0250.0030.166-0.061-0.051-0.053-0.032-0.074-0.081-0.125-0.008-0.093-0.0460.063-0.121-0.026-0.064-0.014-0.001-0.097-0.021-0.033-0.0340.043-0.038-0.058-0.011-0.0230.058-0.016-0.029-0.006-0.017-0.045-0.016-0.043-0.026-0.073-0.030-0.1330.029-0.0550.0190.006-0.0590.0090.003-0.033-0.046-0.093-0.0100.0090.091-0.0800.034-0.002-0.035-0.078-0.0370.042-0.1070.000-0.062-0.043-0.0200.028-0.039-0.236-0.1100.0000.055
sharpen_0-0.009-0.042-0.005-0.033-0.0230.0260.031-0.0340.003-0.014-0.0110.1660.007-0.008-0.075-0.048-0.020-0.048-0.100-0.043-0.026-0.1750.081-0.0780.005-0.083-0.0020.020-0.018-0.0210.024-0.0340.010-0.025-0.041-0.0110.0170.082-0.001-0.0110.033-0.016-0.054-0.024-0.032-0.046-0.038-0.092-0.1430.119-0.019-0.0200.024-0.0550.026-0.0280.0040.085-0.0540.079-0.0040.004-0.0650.116-0.002-0.035-0.075-0.031-0.041-0.0570.000-0.045-0.081-0.0000.039-0.016-0.014-0.1030.000-0.070
sharpen_1-0.006-0.013-0.001-0.006-0.1140.0200.034-0.0370.007-0.019-0.0290.1660.007-0.007-0.054-0.066-0.032-0.047-0.117-0.075-0.060-0.1820.081-0.080-0.002-0.068-0.002-0.001-0.016-0.0210.011-0.0340.010-0.047-0.041-0.011-0.0000.0960.004-0.0140.039-0.019-0.035-0.029-0.020-0.040-0.051-0.067-0.1220.084-0.005-0.0170.021-0.1080.043-0.014-0.0070.066-0.0530.060-0.0090.046-0.0990.076-0.002-0.024-0.029-0.0370.001-0.0110.000-0.030-0.069-0.0110.039-0.033-0.014-0.0820.0000.013
sharpen_2-0.007-0.0400.001-0.023-0.0070.0050.017-0.0530.007-0.009-0.0250.166-0.038-0.013-0.058-0.048-0.010-0.046-0.100-0.064-0.015-0.1370.092-0.041-0.002-0.067-0.005-0.001-0.017-0.021-0.003-0.0340.026-0.047-0.058-0.0110.0040.0640.054-0.0140.021-0.005-0.052-0.033-0.032-0.040-0.008-0.073-0.1220.1040.001-0.012-0.032-0.0760.0350.000-0.0030.076-0.0570.020-0.005-0.018-0.0850.128-0.002-0.024-0.098-0.0310.042-0.0840.000-0.013-0.145-0.0080.033-0.008-0.014-0.0890.000-0.008
addintensity_-80-0.024-0.045-0.008-0.013-0.015-0.010-0.053-0.064-0.039-0.0250.0030.166-0.129-0.041-0.060-0.060-0.074-0.047-0.103-0.034-0.084-0.2050.055-0.030-0.019-0.025-0.005-0.001-0.082-0.021-0.024-0.0340.026-0.019-0.041-0.030-0.0220.088-0.007-0.0310.006-0.019-0.058-0.029-0.0430.005-0.042-0.051-0.164-0.017-0.036-0.0240.010-0.0460.060-0.028-0.032-0.053-0.0760.085-0.035-0.021-0.0790.059-0.033-0.035-0.023-0.0420.001-0.1130.000-0.048-0.1310.005-0.004-0.039-0.125-0.0850.0000.013
addintensity_80-0.002-0.0310.0000.026-0.0150.0220.030-0.024-0.006-0.022-0.0250.166-0.038-0.014-0.0500.008-0.020-0.018-0.107-0.034-0.011-0.0910.092-0.0550.005-0.0850.0010.031-0.055-0.021-0.004-0.0340.026-0.060-0.058-0.0300.0150.0900.003-0.0070.032-0.005-0.027-0.012-0.020-0.003-0.010-0.054-0.1190.0730.053-0.0110.006-0.0370.0600.019-0.0000.039-0.0300.0770.0020.059-0.0600.088-0.002-0.0240.020-0.0310.042-0.0210.000-0.0190.0210.0020.044-0.016-0.014-0.0750.0000.055
elementrandomintensity_1-0.007-0.092-0.009-0.111-0.320-0.087-0.236-0.075-0.083-0.035-0.0800.166-0.220-0.076-0.118-0.240-0.149-0.109-0.200-0.145-0.157-0.394-0.010-0.146-0.036-0.077-0.0140.009-0.118-0.021-0.013-0.034-0.023-0.097-0.058-0.030-0.0870.008-0.004-0.068-0.038-0.053-0.085-0.061-0.055-0.050-0.129-0.107-0.234-0.037-0.092-0.071-0.107-0.153-0.092-0.069-0.075-0.157-0.083-0.255-0.083-0.140-0.222-0.188-0.033-0.046-0.173-0.063-0.208-0.2510.000-0.124-0.383-0.032-0.069-0.076-0.125-0.0470.000-0.070
multiplyintensity_0p25-0.018-0.043-0.008-0.0200.0170.0290.003-0.073-0.032-0.0190.0260.166-0.129-0.061-0.063-0.040-0.039-0.059-0.119-0.045-0.079-0.1600.091-0.063-0.016-0.035-0.014-0.001-0.055-0.021-0.015-0.034-0.006-0.080-0.058-0.030-0.0170.0560.000-0.0440.008-0.035-0.032-0.037-0.043-0.051-0.070-0.100-0.1920.029-0.044-0.0350.014-0.0410.009-0.032-0.0260.049-0.045-0.014-0.0360.004-0.0600.102-0.002-0.0350.010-0.0370.042-0.0180.000-0.026-0.054-0.0060.033-0.051-0.125-0.0700.0000.055
multiplyintensity_2-0.0010.006-0.0020.012-0.063-0.0140.032-0.044-0.001-0.019-0.0110.166-0.038-0.027-0.0640.008-0.015-0.027-0.119-0.047-0.035-0.0460.081-0.033-0.002-0.1010.0040.009-0.022-0.0210.004-0.034-0.006-0.058-0.058-0.0260.0080.046-0.006-0.0160.022-0.0100.006-0.012-0.020-0.045-0.051-0.023-0.109-0.0170.001-0.027-0.032-0.048-0.016-0.014-0.0020.057-0.0410.019-0.014-0.025-0.0160.104-0.002-0.024-0.013-0.031-0.041-0.0510.000-0.045-0.101-0.0100.0330.006-0.125-0.1240.0000.055
contrastnormalization_0-0.012-0.0160.001-0.0080.017-0.0110.040-0.0470.005-0.014-0.0340.218-0.084-0.019-0.0470.004-0.022-0.047-0.094-0.012-0.018-0.0690.087-0.0360.018-0.025-0.0020.009-0.017-0.021-0.018-0.0340.035-0.001-0.041-0.0110.0080.1010.041-0.0050.033-0.005-0.041-0.0160.004-0.016-0.015-0.038-0.1850.0530.0010.0000.018-0.0440.0770.0400.0100.042-0.0450.1310.0050.027-0.0390.094-0.002-0.0350.020-0.0310.0010.0300.000-0.030-0.0100.0130.044-0.004-0.125-0.0980.0000.055
contrastnormalization_1-0.006-0.0450.0010.0120.0410.0080.035-0.0330.007-0.0190.0260.166-0.038-0.024-0.043-0.008-0.012-0.024-0.113-0.004-0.014-0.0230.091-0.0530.012-0.038-0.0020.009-0.038-0.021-0.017-0.0340.026-0.023-0.041-0.0110.0080.1080.0190.0070.025-0.004-0.0620.0030.004-0.009-0.013-0.061-0.0770.037-0.0100.003-0.011-0.0540.0850.035-0.0020.046-0.0650.0790.0060.052-0.0980.097-0.033-0.024-0.000-0.0310.042-0.0220.000-0.044-0.0370.0040.0440.020-0.125-0.0880.0000.055
contrastnormalization_2-0.004-0.0070.0030.0020.0290.036-0.003-0.035-0.001-0.022-0.0290.166-0.084-0.016-0.046-0.0030.025-0.047-0.107-0.030-0.0040.0220.092-0.0270.005-0.008-0.005-0.001-0.049-0.021-0.010-0.0340.010-0.019-0.041-0.0110.0230.0890.012-0.0160.038-0.002-0.047-0.012-0.008-0.0200.002-0.041-0.1540.0780.0050.0190.035-0.0540.0690.0510.0030.070-0.0600.085-0.015-0.002-0.0470.091-0.002-0.024-0.000-0.0310.042-0.0510.000-0.044-0.0650.0080.033-0.011-0.125-0.0560.0000.055
elastic_1-0.042-0.164-0.063-0.252-0.543-0.177-0.409-0.141-0.130-0.051-0.0940.060-0.220-0.077-0.140-0.351-0.298-0.258-0.282-0.244-0.171-0.410-0.473-0.380-0.036-0.179-0.020-0.001-0.191-0.021-0.074-0.034-0.023-0.127-0.058-0.030-0.176-0.067-0.101-0.067-0.063-0.070-0.125-0.061-0.055-0.108-0.156-0.092-0.2340.082-0.160-0.036-0.094-0.169-0.101-0.104-0.095-0.226-0.118-0.331-0.097-0.294-0.214-0.308-0.033-0.046-0.193-0.063-0.291-0.2820.000-0.160-0.410-0.032-0.160-0.094-0.236-0.2550.000-0.070
scaled_1p250.019-0.034-0.0090.060-0.0110.0380.030-0.0460.0180.0170.0120.2180.007-0.004-0.0120.1520.0640.017-0.0940.0070.0090.0220.1330.0500.0050.0450.0010.0730.0400.1680.019-0.0340.0430.0300.030-0.0300.0490.1530.100-0.0180.044-0.000-0.0650.017-0.0320.0020.066-0.043-0.0390.0920.0750.0780.1090.0460.0520.054-0.0030.022-0.0200.017-0.0210.0200.0350.1180.014-0.035-0.0360.032-0.041-0.0180.0000.009-0.0060.0220.114-0.027-0.181-0.0390.0000.055
scaled_0p75-0.088-0.081-0.068-0.059-0.114-0.092-0.003-0.084-0.063-0.054-0.0890.060-0.114-0.056-0.055-0.128-0.079-0.109-0.167-0.078-0.085-0.046-0.010-0.151-0.034-0.107-0.020-0.001-0.096-0.048-0.026-0.034-0.023-0.103-0.058-0.011-0.077-0.015-0.110-0.053-0.046-0.060-0.122-0.030-0.049-0.064-0.052-0.054-0.157-0.029-0.095-0.024-0.040-0.124-0.033-0.021-0.062-0.012-0.1280.054-0.046-0.076-0.085-0.026-0.002-0.046-0.085-0.053-0.180-0.0950.000-0.107-0.048-0.015-0.021-0.057-0.097-0.1340.0000.055
scaled_0p5-0.151-0.105-0.091-0.135-0.209-0.132-0.131-0.115-0.108-0.064-0.238-0.150-0.205-0.067-0.109-0.212-0.240-0.181-0.195-0.117-0.222-0.296-0.166-0.241-0.033-0.140-0.020-0.001-0.138-0.048-0.071-0.034-0.023-0.127-0.058-0.030-0.165-0.035-0.138-0.074-0.071-0.088-0.125-0.061-0.055-0.095-0.099-0.100-0.140-0.075-0.136-0.059-0.090-0.136-0.135-0.025-0.092-0.125-0.133-0.100-0.088-0.236-0.263-0.163-0.033-0.046-0.183-0.053-0.263-0.1810.000-0.145-0.195-0.024-0.123-0.088-0.125-0.2910.0000.055
scaled_(1p25, 1p0)0.0080.023-0.0100.0330.0490.0010.032-0.0250.0160.0070.0030.192-0.0610.016-0.0230.1150.043-0.016-0.1030.0080.0020.0450.0810.0480.022-0.032-0.0020.0410.0030.060-0.015-0.0340.026-0.013-0.041-0.0110.0220.1060.043-0.0100.047-0.003-0.0280.008-0.014-0.0070.058-0.064-0.0980.0870.0450.0510.0600.0370.0850.0280.0050.025-0.0260.1200.0170.0460.0030.1600.014-0.046-0.039-0.0210.0420.0250.0000.017-0.0630.0180.060-0.057-0.181-0.0570.0000.055
scaled_(0p75, 1p0)-0.059-0.048-0.056-0.0440.005-0.041-0.008-0.051-0.018-0.048-0.0620.113-0.069-0.058-0.053-0.086-0.089-0.077-0.125-0.068-0.046-0.0610.029-0.157-0.033-0.069-0.011-0.001-0.081-0.048-0.021-0.0340.010-0.053-0.058-0.011-0.0420.044-0.030-0.042-0.008-0.044-0.094-0.029-0.032-0.034-0.041-0.069-0.1260.003-0.064-0.019-0.069-0.0690.0180.000-0.0460.034-0.0600.018-0.017-0.037-0.0200.058-0.002-0.046-0.069-0.0470.042-0.0450.000-0.064-0.045-0.0100.001-0.035-0.088-0.1570.0000.055
scaled_(1p0, 1p25)0.0140.0060.0160.0410.0130.0190.017-0.0350.0200.017-0.0010.192-0.038-0.045-0.0280.0470.0150.047-0.100-0.012-0.0320.0830.1330.029-0.0060.0420.0010.0200.0170.0330.0040.0140.0260.0040.012-0.0110.0360.1390.043-0.0220.034-0.014-0.065-0.008-0.020-0.0140.028-0.051-0.0880.0630.0450.0350.051-0.0090.0350.0580.0060.037-0.021-0.010-0.0130.0170.0270.091-0.002-0.0130.0420.0020.042-0.0210.000-0.005-0.0070.0140.0600.031-0.069-0.0950.0000.055
scaled_(1p0, 0p75)-0.036-0.037-0.0330.009-0.019-0.006-0.021-0.044-0.029-0.054-0.0710.166-0.084-0.036-0.061-0.043-0.026-0.060-0.119-0.032-0.0560.0220.042-0.083-0.000-0.105-0.012-0.001-0.051-0.021-0.010-0.034-0.006-0.069-0.0580.008-0.0400.088-0.034-0.0330.008-0.036-0.052-0.018-0.026-0.024-0.047-0.054-0.154-0.007-0.037-0.031-0.017-0.0590.001-0.007-0.0120.022-0.0840.080-0.0260.027-0.0850.051-0.002-0.035-0.036-0.042-0.041-0.0500.000-0.057-0.046-0.0020.006-0.030-0.069-0.0740.000-0.070
translate_(0p1, 0p1)-0.060-0.074-0.056-0.032-0.055-0.060-0.030-0.074-0.051-0.048-0.0780.113-0.069-0.065-0.048-0.108-0.061-0.072-0.119-0.057-0.074-0.0230.032-0.089-0.034-0.080-0.020-0.001-0.042-0.048-0.035-0.0340.010-0.058-0.058-0.011-0.0440.064-0.058-0.043-0.029-0.058-0.078-0.016-0.026-0.045-0.031-0.066-0.164-0.021-0.006-0.016-0.065-0.0630.018-0.014-0.0430.010-0.076-0.002-0.054-0.066-0.0390.023-0.002-0.046-0.065-0.056-0.041-0.0900.000-0.083-0.0280.002-0.010-0.033-0.125-0.0980.0000.055
translate_(0p1, -0p1)-0.027-0.028-0.0310.036-0.019-0.035-0.025-0.051-0.006-0.006-0.0710.218-0.069-0.020-0.043-0.0330.003-0.032-0.107-0.045-0.0510.0450.081-0.071-0.0160.015-0.011-0.001-0.0070.0060.006-0.0340.010-0.024-0.006-0.0110.0150.140-0.004-0.0240.005-0.040-0.060-0.012-0.0260.006-0.001-0.046-0.0810.0680.0100.0090.014-0.0160.0520.028-0.0250.024-0.0460.032-0.003-0.037-0.0310.077-0.002-0.046-0.013-0.024-0.0410.0350.000-0.021-0.0600.0050.033-0.020-0.125-0.0830.0000.055
translate_(-0p1, 0p1)-0.015-0.055-0.0310.0030.0170.0230.022-0.0320.005-0.030-0.0390.1660.007-0.022-0.0250.014-0.027-0.014-0.088-0.001-0.0550.0680.091-0.025-0.016-0.074-0.0050.041-0.0100.006-0.006-0.0340.026-0.006-0.058-0.0110.0230.112-0.013-0.0190.037-0.026-0.078-0.002-0.014-0.0120.025-0.023-0.0600.051-0.0170.0150.076-0.0660.0520.042-0.0180.058-0.0620.014-0.0300.037-0.0240.126-0.002-0.024-0.075-0.0240.042-0.0260.000-0.012-0.0460.0060.022-0.024-0.069-0.0350.0000.055
translate_(-0p1, -0p1)0.017-0.009-0.0070.0360.0050.0790.059-0.0480.0210.023-0.0250.2710.0070.016-0.0180.1590.0750.037-0.0780.0320.0160.0680.112-0.0010.0120.058-0.0050.0520.0610.1410.010-0.0340.0760.0380.0300.0080.0300.1730.097-0.0170.0310.026-0.0560.0290.0160.0050.058-0.052-0.0360.1480.0470.0630.1350.0730.0350.077-0.0040.052-0.0150.1010.0220.1330.0880.1410.045-0.0460.0100.011-0.0410.0280.0000.042-0.0370.0110.119-0.020-0.0690.0020.0000.055
translate_(0p1, 0)-0.043-0.020-0.042-0.0030.025-0.028-0.030-0.064-0.025-0.027-0.0920.060-0.069-0.034-0.051-0.083-0.017-0.074-0.119-0.039-0.0430.0220.091-0.069-0.012-0.064-0.014-0.001-0.055-0.021-0.021-0.0340.010-0.020-0.058-0.011-0.0120.104-0.016-0.0310.014-0.040-0.049-0.012-0.032-0.016-0.039-0.061-0.0820.005-0.010-0.018-0.038-0.0540.035-0.014-0.0280.043-0.0600.009-0.006-0.037-0.0410.056-0.002-0.035-0.042-0.0420.0420.0510.000-0.060-0.035-0.0000.022-0.014-0.125-0.0530.0000.055
translate_(-0p1, 0)0.0030.017-0.0180.0210.0410.0600.062-0.0300.0340.0020.0030.2180.0070.020-0.0310.1350.0230.029-0.1030.019-0.0010.0680.0810.0170.005-0.0330.0010.0410.0430.060-0.013-0.0340.0180.026-0.041-0.0110.0080.1350.055-0.0110.0540.000-0.0480.021-0.0200.0010.035-0.041-0.0560.1090.0210.0280.085-0.0230.0690.063-0.0060.053-0.0300.0940.0190.0650.0580.1290.014-0.046-0.010-0.0210.0010.0560.000-0.0010.026-0.0000.065-0.027-0.069-0.0320.0000.055
translate_(0, 0p1)-0.027-0.051-0.020-0.015-0.0070.0210.011-0.0290.001-0.035-0.0870.113-0.038-0.022-0.047-0.035-0.054-0.038-0.082-0.013-0.0490.0220.071-0.038-0.012-0.062-0.020-0.001-0.024-0.0210.005-0.0340.026-0.012-0.058-0.011-0.0200.088-0.020-0.0190.021-0.019-0.052-0.009-0.026-0.027-0.023-0.066-0.0810.000-0.006-0.002-0.029-0.0630.0520.014-0.0050.051-0.0770.040-0.036-0.002-0.0390.065-0.002-0.024-0.007-0.035-0.041-0.0200.000-0.050-0.028-0.0000.0010.004-0.125-0.0520.0000.055
translate_(0, -0p1)0.0110.0030.0180.076-0.0190.025-0.012-0.0170.0350.017-0.0250.1660.0070.000-0.0340.0710.0380.003-0.088-0.0310.0040.0900.1120.0040.0180.034-0.0050.0090.0330.0330.001-0.0340.0430.0400.0120.0080.0200.1490.067-0.0120.023-0.002-0.0450.0210.0280.0130.033-0.052-0.0630.0820.0450.0320.043-0.0080.0520.0700.0160.056-0.0060.0430.0180.0940.0180.113-0.002-0.0240.0290.0000.0420.0590.0000.0310.0350.0130.0650.029-0.125-0.0720.0000.055
rotated_30.0060.0040.0100.0530.0350.0020.020-0.0070.021-0.009-0.0060.192-0.129-0.017-0.0400.0280.015-0.016-0.088-0.018-0.013-0.0010.133-0.003-0.006-0.0570.0100.031-0.0210.0060.012-0.0340.043-0.000-0.041-0.0110.0230.1250.055-0.0130.0330.000-0.0360.011-0.020-0.006-0.017-0.030-0.0600.0280.0100.0210.0060.0020.0350.074-0.0030.089-0.0670.0950.0130.0560.0080.116-0.002-0.001-0.023-0.0160.126-0.0180.000-0.0230.0260.0170.060-0.016-0.069-0.0460.0000.055
rotated_50.0120.0060.0100.0490.0600.0370.003-0.0280.0050.002-0.0010.157-0.129-0.009-0.0410.0730.0030.003-0.088-0.019-0.0090.0450.112-0.0140.008-0.0400.0190.031-0.0050.0060.008-0.0340.018-0.021-0.041-0.0110.0190.1250.031-0.0060.0350.007-0.0350.015-0.0200.002-0.013-0.026-0.1030.0580.0020.0140.076-0.0230.0580.0490.0040.050-0.0370.1160.0110.0510.0090.129-0.002-0.013-0.023-0.0050.1260.0500.0000.0130.0710.0170.044-0.020-0.069-0.0510.0000.055
rotated_100.0200.0070.0060.0530.076-0.0060.038-0.036-0.0140.0120.0170.166-0.061-0.015-0.0430.1020.025-0.056-0.117-0.001-0.0180.0220.0910.0160.001-0.0300.0190.052-0.0170.0330.0350.0140.026-0.027-0.0410.0080.0350.1330.027-0.0050.0670.008-0.0450.012-0.026-0.0000.025-0.018-0.0300.0870.0590.0260.0680.0600.0560.111-0.0010.029-0.0510.1540.0220.0650.0190.144-0.002-0.0130.029-0.0050.126-0.0320.0000.048-0.0340.0290.087-0.039-0.069-0.0560.0000.055
rotated_45-0.013-0.007-0.029-0.051-0.067-0.163-0.146-0.117-0.096-0.017-0.1500.218-0.220-0.094-0.0540.0220.023-0.092-0.144-0.137-0.151-0.1370.089-0.021-0.026-0.076-0.0130.084-0.0510.0200.0670.1330.026-0.038-0.0320.0080.0330.0570.023-0.0220.004-0.037-0.012-0.024-0.005-0.0160.047-0.055-0.0150.1170.0750.0470.0310.0640.0160.019-0.067-0.180-0.113-0.055-0.0530.040-0.1170.0420.029-0.001-0.0440.032-0.291-0.1420.000-0.074-0.2840.0150.055-0.107-0.088-0.1370.0000.055
rotated_60-0.050-0.034-0.059-0.079-0.257-0.214-0.273-0.159-0.112-0.040-0.2190.139-0.266-0.099-0.067-0.006-0.020-0.197-0.175-0.203-0.265-0.1600.032-0.123-0.023-0.117-0.0120.041-0.1040.0470.0210.0140.026-0.077-0.0490.008-0.0510.064-0.016-0.049-0.033-0.056-0.032-0.041-0.013-0.0340.004-0.057-0.0880.1260.0430.056-0.0190.0510.001-0.048-0.081-0.228-0.128-0.171-0.056-0.015-0.146-0.0310.0290.032-0.0360.016-0.291-0.2580.000-0.138-0.3330.0060.022-0.119-0.125-0.1620.0000.055
rotated_90-0.108-0.045-0.106-0.147-0.483-0.278-0.300-0.181-0.123-0.062-0.1910.087-0.311-0.133-0.084-0.053-0.238-0.250-0.225-0.210-0.314-0.205-0.062-0.102-0.023-0.191-0.0080.020-0.0870.060-0.056-0.034-0.015-0.099-0.058-0.030-0.123-0.029-0.032-0.072-0.058-0.081-0.074-0.045-0.037-0.051-0.003-0.052-0.0980.102-0.011-0.008-0.0190.018-0.016-0.076-0.091-0.246-0.143-0.248-0.091-0.130-0.174-0.217-0.002-0.035-0.075-0.021-0.291-0.2930.000-0.174-0.306-0.023-0.010-0.119-0.125-0.1670.0000.055
flipH-0.005-0.0260.0070.0440.0600.0360.015-0.025-0.021-0.0190.0360.166-0.023-0.015-0.0330.0300.008-0.029-0.0530.0150.0250.0070.0740.043-0.005-0.0320.0020.009-0.0360.033-0.015-0.0340.043-0.0270.0300.008-0.0510.1000.008-0.0050.0100.014-0.085-0.001-0.0260.0080.047-0.033-0.0770.087-0.0230.0390.008-0.0460.0690.0200.0170.074-0.0070.0390.036-0.0100.1070.035-0.0020.010-0.003-0.005-0.013-0.0570.000-0.007-0.015-0.0020.058-0.033-0.014-0.0340.0000.055
flipV-0.088-0.064-0.099-0.130-0.043-0.080-0.000-0.170-0.115-0.040-0.0660.218-0.266-0.087-0.071-0.039-0.288-0.250-0.269-0.215-0.278-0.5460.011-0.171-0.016-0.150-0.0200.031-0.0970.060-0.013-0.0340.010-0.006-0.058-0.011-0.1290.032-0.016-0.052-0.025-0.060-0.056-0.029-0.006-0.0520.010-0.038-0.1020.0700.0280.0030.0060.061-0.101-0.055-0.086-0.248-0.148-0.225-0.085-0.217-0.113-0.140-0.0330.010-0.070-0.0140.001-0.1890.000-0.160-0.168-0.0060.017-0.090-0.125-0.2420.000-0.008
dropout0.001-0.050-0.010-0.048-0.192-0.054-0.054-0.028-0.039-0.019-0.0250.113-0.084-0.024-0.091-0.186-0.206-0.098-0.182-0.107-0.089-0.1820.039-0.091-0.036-0.081-0.0080.009-0.103-0.021-0.023-0.034-0.023-0.091-0.041-0.030-0.0670.0020.002-0.044-0.013-0.040-0.065-0.033-0.055-0.041-0.086-0.100-0.1920.053-0.023-0.035-0.032-0.136-0.118-0.048-0.045-0.092-0.098-0.135-0.069-0.191-0.134-0.090-0.002-0.046-0.114-0.053-0.124-0.1610.000-0.088-0.320-0.027-0.015-0.051-0.125-0.1230.000-0.070

Precision averaged over every model on a Per transform, Per class basis.

These box plots should show how much each transform affects recall on a specific class, regardless of what model is used. Note: It takes about 3 Minutes to generate all of these plots.

In [11]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 25
fig_size[1] = 15
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
for transform in transformNames:
    # Create figure and get plot axis.
    f, axarr = plt.subplots(1, 1)
    ax1 = axarr

    # Generate the 'data' set for the boxplot.
    data = []
    for classLabel in classLabels:
        classPrecisionList = metrics[(metrics['transform'] == transform)&(metrics['class'] == classLabel)]
        data.append(classPrecisionList['precision'].tolist())
        

    # Generate the boxplot from the data set.
    data = np.array(data)
    data = data.T
    bp = ax1.boxplot(data)

    # Add a horizontal grid to the plot, but make it very light in color
    # so we can use it for reading data values but not be distracting
    ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
    # Hide these grid behind plot objects
    ax1.set_axisbelow(True)
    ax1.set_xlabel('Class')
    ax1.set_ylabel('Precision')
    ax1.set_title(transform)
    ax1.set_xticklabels(nms,
                    rotation=90, fontsize=10)
    display(f)
/anaconda2/lib/python2.7/site-packages/matplotlib/pyplot.py:537: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  max_open_warning, RuntimeWarning)

Recall averaged over every model on a Per transform, Per class basis.

These box plots should show how much each transform affects recall on a specific class, regardless of what model is used. Note: It takes about 3 Minutes to generate all of these plots.

In [14]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 25
fig_size[1] = 15
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
for transform in transformNames:
    # Create figure and get plot axis.
    f, axarr = plt.subplots(1, 1)
    ax1 = axarr

    # Generate the 'data' set for the boxplot.
    data = []
    for classLabel in classLabels:
        classPrecisionList = metrics[(metrics['transform'] == transform)&(metrics['class'] == classLabel)]
        data.append(classPrecisionList['recall'].tolist())
        

    # Generate the boxplot from the data set.
    data = np.array(data)
    data = data.T
    bp = ax1.boxplot(data)

    # Add a horizontal grid to the plot, but make it very light in color
    # so we can use it for reading data values but not be distracting
    ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
    # Hide these grid behind plot objects
    ax1.set_axisbelow(True)
    ax1.set_xlabel('Class')
    ax1.set_ylabel('Recall')
    ax1.set_title(transform)
    ax1.set_xticklabels(nms,
                    rotation=90, fontsize=10)
    display(f)
/home/dcompgriff/anaconda2/envs/py36/lib/python3.6/site-packages/matplotlib/pyplot.py:528: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  max_open_warning, RuntimeWarning)

Precision averaged over transforms and classes on the original image set.

This should give some insight into what models have better recall, no matter the class, and can be used to compare agains the metrics reported in papers.

In [12]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
data = []
# Create figure and get plot axis.
f, axarr = plt.subplots(1, 1)
ax1 = axarr
for model in modelNames:
    # Generate the 'data' set for the boxplot.
    modelPrecisionList = metrics[(metrics['model'] == model)&(metrics['transform']=='None')]
    data.append(modelPrecisionList['precision'].tolist())
    
# Generate the boxplot from the data set.
data = np.array(data)
data = data.T
bp = ax1.boxplot(data, showmeans=True)

# Add a horizontal grid to the plot, but make it very light in color
# so we can use it for reading data values but not be distracting
ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
# Hide these grid behind plot objects
ax1.set_axisbelow(True)
ax1.set_xlabel('Model')
ax1.set_ylabel('Precision')
ax1.set_title('Per Model Precision Box Plots on Original Images')
ax1.set_xticklabels(modelNames,rotation=90, fontsize=10)
Out[12]:
[Text(0,0,'e2e_faster_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_faster_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_R-101-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_X-101-64x4d-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-101-FPN_2x'),
 Text(0,0,'retinanet_R-50-FPN_2x'),
 Text(0,0,'retinanet_R-101-FPN_2x'),
 Text(0,0,'retinanet_X-101-64x4d-FPN_2x')]

Recall averaged over transforms and classes on the original image set.

This should give some insight into what models have better recall, no matter the class, and can be used to compare agains the metrics reported in papers.

In [13]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
data = []
# Create figure and get plot axis.
f, axarr = plt.subplots(1, 1)
ax1 = axarr
for model in modelNames:
    # Generate the 'data' set for the boxplot.
    modelPrecisionList = metrics[(metrics['model'] == model)&(metrics['transform']=='None')]
    data.append(modelPrecisionList['recall'].tolist())
    
# Generate the boxplot from the data set.
data = np.array(data)
data = data.T
bp = ax1.boxplot(data, showmeans=True)

# Add a horizontal grid to the plot, but make it very light in color
# so we can use it for reading data values but not be distracting
ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
# Hide these grid behind plot objects
ax1.set_axisbelow(True)
ax1.set_xlabel('Model')
ax1.set_ylabel('Recall')
ax1.set_title('Per Model Recall Box Plots on Original Images')
ax1.set_xticklabels(modelNames,rotation=90, fontsize=10)
Out[13]:
[Text(0,0,'e2e_faster_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_faster_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_R-101-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_X-101-64x4d-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-101-FPN_2x'),
 Text(0,0,'retinanet_R-50-FPN_2x'),
 Text(0,0,'retinanet_R-101-FPN_2x'),
 Text(0,0,'retinanet_X-101-64x4d-FPN_2x')]

Precision averaged over transforms and classes on a Per model basis.

This should give some insight into what models have better recall, no matter the class, and no matter the image variation.

In [14]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
data = []
# Create figure and get plot axis.
f, axarr = plt.subplots(1, 1)
ax1 = axarr
for model in modelNames:
    # Generate the 'data' set for the boxplot.
    modelPrecisionList = metrics[metrics['model'] == model]
    data.append(modelPrecisionList['precision'].tolist())
    
# Generate the boxplot from the data set.
data = np.array(data)
data = data.T
bp = ax1.boxplot(data, showmeans=True)

# Add a horizontal grid to the plot, but make it very light in color
# so we can use it for reading data values but not be distracting
ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
# Hide these grid behind plot objects
ax1.set_axisbelow(True)
ax1.set_xlabel('Model')
ax1.set_ylabel('Precision')
ax1.set_title('Per Model Precision Box Plots')
ax1.set_xticklabels(modelNames,rotation=90, fontsize=10)
Out[14]:
[Text(0,0,'e2e_faster_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_faster_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_R-101-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_X-101-64x4d-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-101-FPN_2x'),
 Text(0,0,'retinanet_R-50-FPN_2x'),
 Text(0,0,'retinanet_R-101-FPN_2x'),
 Text(0,0,'retinanet_X-101-64x4d-FPN_2x')]

Recall averaged over transforms and classes on a Per model basis.

This should give some insight into what models have better precision, no matter the class, and no matter the image variation.

In [15]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
data = []
# Create figure and get plot axis.
f, axarr = plt.subplots(1, 1)
ax1 = axarr
for model in modelNames:
    # Generate the 'data' set for the boxplot.
    modelPrecisionList = metrics[metrics['model'] == model]
    data.append(modelPrecisionList['recall'].tolist())
    
# Generate the boxplot from the data set.
data = np.array(data)
data = data.T
bp = ax1.boxplot(data, showmeans=True)

# Add a horizontal grid to the plot, but make it very light in color
# so we can use it for reading data values but not be distracting
ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
# Hide these grid behind plot objects
ax1.set_axisbelow(True)
ax1.set_xlabel('Model')
ax1.set_ylabel('Recall')
ax1.set_title('Per Model Recall Box Plots')
ax1.set_xticklabels(modelNames,rotation=90, fontsize=10)
Out[15]:
[Text(0,0,'e2e_faster_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_faster_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_R-101-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_X-101-64x4d-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-101-FPN_2x'),
 Text(0,0,'retinanet_R-50-FPN_2x'),
 Text(0,0,'retinanet_R-101-FPN_2x'),
 Text(0,0,'retinanet_X-101-64x4d-FPN_2x')]

F1 averaged over transforms and classes on a Per model basis.

This should give some insight into what models have better precision, no matter the class, and no matter the image variation.

In [16]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
data = []
# Create figure and get plot axis.
f, axarr = plt.subplots(1, 1)
ax1 = axarr
for model in modelNames:
    # Generate the 'data' set for the boxplot.
    modelPrecisionList = metrics[metrics['model'] == model]['precision'].tolist()
    modelRecallList = metrics[metrics['model'] == model]['recall'].tolist()
    modelF1List = []
    for i in range(len(modelPrecisionList)):
        try:
            f1 = (2*modelPrecisionList[i]*modelRecallList[i]) / (modelPrecisionList[i]+modelRecallList[i])
        except:
            f1 = 0
        
        modelF1List.append(modelPrecisionList[i]*modelRecallList[i])
    data.append(modelF1List)
    
# Generate the boxplot from the data set.
data = np.array(data)
data = data.T
bp = ax1.boxplot(data, showmeans=True)

# Add a horizontal grid to the plot, but make it very light in color
# so we can use it for reading data values but not be distracting
ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
# Hide these grid behind plot objects
ax1.set_axisbelow(True)
ax1.set_xlabel('Model')
ax1.set_ylabel('F1')
ax1.set_title('Per Model F1 Box Plots')
ax1.set_xticklabels(modelNames,rotation=90, fontsize=10)
Out[16]:
[Text(0,0,'e2e_faster_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_faster_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_R-101-FPN_2x'),
 Text(0,0,'e2e_faster_rcnn_X-101-64x4d-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-C4_2x'),
 Text(0,0,'e2e_mask_rcnn_R-50-FPN_2x'),
 Text(0,0,'e2e_mask_rcnn_R-101-FPN_2x'),
 Text(0,0,'retinanet_R-50-FPN_2x'),
 Text(0,0,'retinanet_R-101-FPN_2x'),
 Text(0,0,'retinanet_X-101-64x4d-FPN_2x')]

Precision performance differences per model, averaged based on the "categories" of transforms (Value/Spatial, sub-categories of each) over all classes

These plots should provide some insight into the sensitivity of a given model and class to a specific kind of image transform. The two high level categories are value and spatial. The sub-categories of value based transforms are blur based, region based, color based, and lighting based. The sub-categories of spatial based transforms are scaling based, orientation based, translation based, and distortion based.

In [17]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
for model in modelNames:
    data = []
    f, axarr = plt.subplots(1, 1)
    ax1 = axarr
    categoryPrecisionList = []
    originalPrecisionList = metrics[(metrics['transform'] == 'None')&(metrics['model'] == model)]['precision'].tolist()
    for i, category in enumerate(transformCategoryHeadersList):
        for transform in transformCategoryValuesList[i]:
            # Generate the precision differences on a category by category basis.
            transformPrecisionList = metrics[(metrics['transform'] == transform)&(metrics['model'] == model)]['precision'].tolist()
            diffPrecisionList = np.array(transformPrecisionList) - np.array(originalPrecisionList)
            categoryPrecisionList.extend(diffPrecisionList)
        # Append the set of all precision differences for the set of transforms in the category as a 
        # single box withing the box plot.
        data.append(np.array(categoryPrecisionList).mean())

    # Generate the boxplot from the data set.
    data = np.array(data)
    #data = data.T
    #means = data.mean(axis=0)
    #bp = ax1.boxplot(data, showmeans=True)
    ind = np.arange(data.shape[0])  # the x locations for the groups
    barp = ax1.bar(ind, data)

    # Add a horizontal grid to the plot, but make it very light in color
    # so we can use it for reading data values but not be distracting
    ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
    # Hide these grid behind plot objects
    ax1.set_axisbelow(True)
    ax1.set_xlabel('Model')
    ax1.set_ylabel('Average Precision Difference.')
    ax1.set_title(model)
    ax1.set_xticks(ind)
    ax1.set_xticklabels(transformCategoryHeadersList,rotation=90, fontsize=10)
    

Recall performance differences per model, averaged based on the "categories" of transforms (Value/Spatial, sub-categories of each) over all classes

These plots should provide some insight into the sensitivity of a given model and class to a specific kind of image transform. The two high level categories are value and spatial. The sub-categories of value based transforms are blur based, region based, color based, and lighting based. The sub-categories of spatial based transforms are scaling based, orientation based, translation based, and distortion based.

In [18]:
# Set figure size
fig_size = [0,0]
fig_size[0] = 15
fig_size[1] = 8
plt.rcParams["figure.figsize"] = fig_size

classLabels = list(map(lambda item: item['id'], cats))
for model in modelNames:
    data = []
    f, axarr = plt.subplots(1, 1)
    ax1 = axarr
    categoryPrecisionList = []
    originalPrecisionList = metrics[(metrics['transform'] == 'None')&(metrics['model'] == model)]['recall'].tolist()
    for i, category in enumerate(transformCategoryHeadersList):
        for transform in transformCategoryValuesList[i]:
            # Generate the precision differences on a category by category basis.
            transformPrecisionList = metrics[(metrics['transform'] == transform)&(metrics['model'] == model)]['recall'].tolist()
            diffPrecisionList = np.array(transformPrecisionList) - np.array(originalPrecisionList)
            categoryPrecisionList.extend(diffPrecisionList)
        # Append the set of all precision differences for the set of transforms in the category as a 
        # single box withing the box plot.
        data.append(np.array(categoryPrecisionList).mean())

    # Generate the boxplot from the data set.
    data = np.array(data)
    #data = data.T
    #means = data.mean(axis=0)
    #bp = ax1.boxplot(data, showmeans=True)
    ind = np.arange(data.shape[0])  # the x locations for the groups
    barp = ax1.bar(ind, data)

    # Add a horizontal grid to the plot, but make it very light in color
    # so we can use it for reading data values but not be distracting
    ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
    # Hide these grid behind plot objects
    ax1.set_axisbelow(True)
    ax1.set_xlabel('Model')
    ax1.set_ylabel('Average Recall Difference.')
    ax1.set_title(model)
    ax1.set_xticks(ind)
    ax1.set_xticklabels(transformCategoryHeadersList,rotation=90, fontsize=10)