Image Classification on CIFAR-LT Imbalance ratio 10 (test)
87.9BACCM2m
Evaluation results
| Method | Links | ||
|---|---|---|---|
| M2mLoss=ERM, Re-balancing=M2m2020.04 | 87.9 | 87.5 | |
| M2mLoss=LDAM, Re-balancing=M2m2020.04 | 87.5 | 87.4 | |
| DRSLoss=ERM, Re-balancing=DRS2020.04 | 87.1 | 87 | |
| DRWLoss=LDAM, Re-balancing=DRW2020.04 | 87.1 | 86.9 | |
| CB-RWLoss=ERM, Re-balancing=CB-RW2020.04 | 86.8 | 86.6 | |
| RSLoss=ERM, Re-balancing=RS2020.04 | 86.6 | 86.4 | |
| RWLoss=ERM, Re-balancing=RW2020.04 | 86.6 | 86.5 | |
| LDAMLoss=LDAM, Re-balancing=None2020.04 | 86.2 | 86 | |
| ERMLoss=ERM, Re-balancing=None2020.04 | 86 | 85.8 | |
| SMOTELoss=ERM, Re-balancing=SMOTE2020.04 | 85.7 | 85.5 | |
| FocalLoss=Focal, Re-balancing=None2020.04 | 85.3 | 85.1 |