Image Classification on CIFAR-10 Instance-Dependent Noise 20% (test)
92.76AccuracyPADDLES
Evaluation Results
| Method | Links | |
|---|---|---|
| PADDLESStructure=ResNet-182026.03 | 92.76 | |
| PESStructure=ResNet-182026.03 | 92.69 | |
| VRIStructure=ResNet-182026.03 | 92.13 | |
| EMLCStructure=ResNet-182026.03 | 91.76 | |
| PLM2024.05 | 91.41 | |
| MEIDTM2024.05 | 91.38 | |
| FaMUSStructure=ResNet-182026.03 | 91.23 | |
| Late StopStructure=ResNet-182026.03 | 91.08 | |
| Me-Momen.Structure=ResNet-182026.03 | 90.86 | |
| CDRStructure=ResNet-182026.03 | 90.41 | |
| DMI2024.05 | 89.99 | |
| WarPIStructure=ResNet-182026.03 | 89.76 | |
| CORES*Structure=ResNet-182026.03 | 89.67 | |
| Forward2024.05 | 89.62 | |
| PTD2024.05 | 89.33 | |
| Co-teaching2024.05 | 88.43 | |
| Peer lossStructure=ResNet-182026.03 | 88.19 | |
| TMDNN2024.05 | 88.14 | |
| Co-teachingStructure=ResNet-182026.03 | 86.54 | |
| BaselineStructure=ResNet-182026.03 | 85.1 |