Image Classification on CIFAR-100 50% symmetric noise (test)
78AccuracyPGDF
Evaluation Results
| Method | Links | |
|---|---|---|
| PGDFEpoch selection=best2021.12 | 78 | |
| DM-AugDesc-WS-SAWEpoch selection=best2021.12 | 77.6 | |
| PGDFEpoch selection=last2021.12 | 77.6 | |
| DM-AugDesc-WS-SAWEpoch selection=last2021.12 | 77.5 | |
| LongReMixEpoch selection=best2021.12 | 75.6 | |
| LongReMixEpoch selection=last2021.12 | 75.1 | |
| DivideMixEpoch selection=best2021.12 | 74.6 | |
| DivideMixEpoch selection=last2021.12 | 74.2 | |
| ELR+Epoch selection=best2021.12 | 73.6 | |
| M-correctionEpoch selection=best2021.12 | 66.1 | |
| M-correctionEpoch selection=last2021.12 | 65.4 | |
| Meta-LearningEpoch selection=best2021.12 | 59.2 | |
| Meta-LearningEpoch selection=last2021.12 | 58 | |
| MixupEpoch selection=best2021.12 | 57.3 | |
| Cross-EntropyEpoch selection=best2021.12 | 46.7 | |
| MixupEpoch selection=last2021.12 | 46.6 | |
| Cross-EntropyEpoch selection=last2021.12 | 37.3 |