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ResearchFormerly WizWand

Label Noise Learning on Clothing-ADC clean full (test)

81.94Test Accuracy(Positive) LS
74.472876.411478.3580.2886Aug 21, 2024
Updated 6mo ago

Evaluation results

MethodLinks
(Positive) LSBackbone=ResNet-50, Training Epochs=202024.0881.94
TaylorCEBackbone=ResNet-50, Training Epochs=202024.0881.87
Co-TeachingBackbone=ResNet-50, Training Epochs=202024.0880.49
(Negative) LSBackbone=ResNet-50, Training Epochs=202024.0878.65
Peer LossBackbone=ResNet-50, Training Epochs=202024.0878.58
JocorBackbone=ResNet-50, Training Epochs=202024.0878.47
Forward CorrectionBackbone=ResNet-50, Training Epochs=202024.0878.45
LogitCLIPBackbone=ResNet-50, Training Epochs=202024.0877.85
Backward CorrectionBackbone=ResNet-50, Training Epochs=202024.0877.51
f-DivBackbone=ResNet-50, Training Epochs=202024.0877.43
Divide-MixBackbone=ResNet-50, Training Epochs=202024.0877
Cross-EntropyBackbone=ResNet-50, Training Epochs=202024.0874.76