Mislabel Detection on CIFAR-100 50% symmetric noise (test)
0.9838AUROCW_alpha
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| W_alphaEpoch=32025.09 | 0.9838 | 0.981 | |
| W_alphaEpoch=102025.09 | 0.9782 | 0.9755 | |
| W_betaEpoch=102025.09 | 0.9768 | 0.3085 | |
| W_betaEpoch=32025.09 | 0.9719 | 0.3086 | |
| AUMEpoch=32025.09 | 0.968 | 0.9649 | |
| AUMEpoch=102025.09 | 0.9635 | 0.961 | |
| CNLCU-SEpoch=32025.09 | 0.9438 | 0.3119 | |
| Data-IQEpoch=32025.09 | 0.9363 | 0.929 | |
| W_deltaEpoch=102025.09 | 0.9258 | 0.3164 | |
| EL2NEpoch=32025.09 | 0.918 | 0.3161 | |
| WEpoch=102025.09 | 0.9069 | 0.3268 | |
| CNLCU-SEpoch=102025.09 | 0.9026 | 0.3181 | |
| W_deltaEpoch=32025.09 | 0.8434 | 0.3454 | |
| Data-IQEpoch=102025.09 | 0.8348 | 0.9746 | |
| EL2NEpoch=102025.09 | 0.7567 | 0.3604 | |
| WEpoch=32025.09 | 0.7103 | 0.4985 | |
| GraNdEpoch=102025.09 | 0.7034 | 0.4054 | |
| DataMapsEpoch=102025.09 | 0.6989 | 0.832 | |
| GraNdEpoch=32025.09 | 0.6402 | 0.482 | |
| ForgettingEpoch=102025.09 | 0.5782 | 0.574 | |
| DataMapsEpoch=32025.09 | 0.5 | 0.5 | |
| ForgettingEpoch=32025.09 | 0.5 | 0.5 |