Image Classification on CIFAR-100 Long Tailed Imbalance Ratio 10 (test)
59.1Top-1 AccBBN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BBNBackbone=ResNet-322020.06 | 59.1 | 100 | |
| ELF(LDAM)+DRWBackbone=ResNet-322020.06 | 58.9 | -1.9 | |
| LDAM+DRWBackbone=ResNet-322020.06 | 58.7 | 0 | |
| ELF(CE)+DRWBackbone=ResNet-322020.06 | 58.7 | -9.8 | |
| CE+DRWBackbone=ResNet-322020.06 | 58.3 | 0 | |
| MixupBackbone=ResNet-322020.06 | 58 | 0 | |
| Focal+DRWBackbone=ResNet-322020.06 | 57.5 | 0 | |
| Manifold MixupBackbone=ResNet-322020.06 | 56.5 | 0 | |
| FocalBackbone=ResNet-322020.06 | 55.8 | 0 | |
| CEBackbone=ResNet-322020.06 | 55.7 | 0 |