Label Noise Learning on Clothing-ADC clean full (test)
81.94Test Accuracy(Positive) LS
Evaluation Results
| Method | Links | |
|---|---|---|
| (Positive) LSBackbone=ResNet-50, Training Epochs=202024.08 | 81.94 | |
| TaylorCEBackbone=ResNet-50, Training Epochs=202024.08 | 81.87 | |
| Co-TeachingBackbone=ResNet-50, Training Epochs=202024.08 | 80.49 | |
| (Negative) LSBackbone=ResNet-50, Training Epochs=202024.08 | 78.65 | |
| Peer LossBackbone=ResNet-50, Training Epochs=202024.08 | 78.58 | |
| JocorBackbone=ResNet-50, Training Epochs=202024.08 | 78.47 | |
| Forward CorrectionBackbone=ResNet-50, Training Epochs=202024.08 | 78.45 | |
| LogitCLIPBackbone=ResNet-50, Training Epochs=202024.08 | 77.85 | |
| Backward CorrectionBackbone=ResNet-50, Training Epochs=202024.08 | 77.51 | |
| f-DivBackbone=ResNet-50, Training Epochs=202024.08 | 77.43 | |
| Divide-MixBackbone=ResNet-50, Training Epochs=202024.08 | 77 | |
| Cross-EntropyBackbone=ResNet-50, Training Epochs=202024.08 | 74.76 |