Image Classification on CIFAR-10 Flip label noise (test)
93.4Accuracy (40% Noise)DivideMix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DivideMixStructure=ResNet-182026.03 | 93.4 | — | |
| VRIStructure=ResNet-342026.03 | 93.27 | 93.79 | |
| MSLCStructure=ResNet-342026.03 | 92.48 | 94.11 | |
| GSS-SSLStructure=ResNet-342026.03 | 91.82 | 93.42 | |
| VRIStructure=ResNet-322026.03 | 91.21 | 91.93 | |
| JNPLStructure=ResNet-342026.03 | 90.72 | 93.45 | |
| FasTENStructure=ResNet-342026.03 | 90.43 | 92.29 | |
| ELRStructure=ResNet-342026.03 | 90.35 | 93.28 | |
| FSRStructure=ResNet-322026.03 | 90.2 | 91.5 | |
| SFTStructure=ResNet-342026.03 | 89.93 | 91.53 | |
| WarPIStructure=ResNet-322026.03 | 89.87 | 90.93 | |
| EMLCStructure=ResNet-342026.03 | 89.84 | 91.5 | |
| CORES*Structure=ResNet-322026.03 | 89.47 | 91.41 | |
| MLCStructure=ResNet-322026.03 | 88.97 | 90.07 | |
| FaMUSStructure=ResNet-322026.03 | 88.91 | 90.78 | |
| PMW-NetStructure=ResNet-322026.03 | 87.69 | 90.47 | |
| MW-NetStructure=ResNet-322026.03 | 87.54 | 90.33 | |
| SRStructure=ResNet-342026.03 | 85.45 | 89.55 | |
| BaselineStructure=ResNet-322026.03 | 70.77 | 76.83 |