Image Classification on CIFAR-100 90% symmetric noise (test)
42.3AccuracyPGDF
Evaluation Results
| Method | Links | |
|---|---|---|
| PGDFEpoch selection=best2021.12 | 42.3 | |
| PGDFEpoch selection=last2021.12 | 41.7 | |
| LongReMixEpoch selection=best2021.12 | 33.8 | |
| ELR+Epoch selection=best2021.12 | 33.4 | |
| LongReMixEpoch selection=last2021.12 | 33.2 | |
| DivideMixEpoch selection=best2021.12 | 31.5 | |
| DivideMixEpoch selection=last2021.12 | 31 | |
| M-correctionEpoch selection=best2021.12 | 24.3 | |
| M-correctionEpoch selection=last2021.12 | 20.5 | |
| Meta-LearningEpoch selection=best2021.12 | 19.5 | |
| DM-AugDesc-WS-SAWEpoch selection=best2021.12 | 17.3 | |
| DM-AugDesc-WS-SAWEpoch selection=last2021.12 | 15.1 | |
| MixupEpoch selection=best2021.12 | 14.6 | |
| Meta-LearningEpoch selection=last2021.12 | 14.3 | |
| Cross-EntropyEpoch selection=best2021.12 | 10.1 | |
| MixupEpoch selection=last2021.12 | 8.1 | |
| Cross-EntropyEpoch selection=last2021.12 | 3.5 |