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Resolving Confusion on Lacuna-5 (test)

3.87Test ErrorSCRUB
2.040814.387926.73539.0821Feb 20, 2023

Evaluation results

MethodLinks
SCRUBBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.023.8701004.33000
SCRUBBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.023.8701004.33000
RetrainBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.024.201005.33000
RetrainBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.024.201005.33000
RetrainBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.026099.677.17000
SCRUBBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.028.470.339611.331.339.331.33
FinetuneBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.0212.802325.83039.670
NegGrad+Backbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.0212.82.59020.33512.672.67
FinetuneBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.0212.8072.3325.83039.670
NegGrad+Backbone=All-CNN, Confused classes=0, 1, Samples per class=502023.0212.82.59020.33512.672.67
NTKBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.0212.872.8372.3325.511.3335.6710
NTKBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.0212.872.8372.3325.511.3335.6710
NTKBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.0214.53043.3325.32023.180
EU-kBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.0215.270.836229.332.3343.670.33
EU-kBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.02173.9292.3335133.670
EU-kBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.02173.9292.3335133.670
NegGrad+Backbone=ResNet, Confused classes=0, 1, Samples per class=502023.0217.81.6755.3333.175.3356.674.33
FinetuneBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.0218.8014.6737.67063.670
CF-kBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.0221.270.589.33472.3382.672.33
CF-kBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.0221.270.589.33472.3382.672.33
CF-kBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.0222.270.0810.6746.330.3381.670.33
OriginalBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.0225.475.7520.3356.1723105.6723
OriginalBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.0225.475.7520.3356.1723105.6723
OriginalBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.0227.071.674.3357.56.671086.67
FisherBackbone=ResNet, Confused classes=0, 1, Samples per class=502023.0235.8717.7527.3351.673110930
FisherBackbone=All-CNN, Confused classes=0, 1, Number of samples per confused class=50-502023.0249.639.254057.6742.3388.6729.67
FisherBackbone=All-CNN, Confused classes=0, 1, Samples per class=502023.0249.639.254057.6742.3388.6729.67