Label Noise Learning on Clothing-ADC held-out clean tiny (test)
72.81Test AccuracyJocor
Evaluation Results
| Method | Links | |
|---|---|---|
| JocorBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 72.81 | |
| Divide-MixBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 71.58 | |
| TaylorCEBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 71.11 | |
| Peer LossBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.92 | |
| (Positive) LSBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.67 | |
| Forward CorrectionBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.6 | |
| Co-TeachingBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.55 | |
| Backward CorrectionBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.49 | |
| LogitCLIPBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.16 | |
| (Negative) LSBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 70.14 | |
| f-DivBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 68.98 | |
| Cross-EntropyBackbone=ResNet-50, Training Epochs=20, Number of seeds=32024.08 | 67.72 |