Image Classification on Imbalanced CIFAR-10 (long-tailed, ratio 10) (val)
10.62Top-1 ErrorHAR-DRW
Evaluation results
| Method | Links | |
|---|---|---|
| HAR-DRWBackbone=ResNet-322020.06 | 10.62 | |
| HAR-DRWBackbone=ResNet-322020.06 | 11.58 | |
| BBNBackbone=ResNet-322020.06 | 11.68 | |
| LDAM-DRWBackbone=ResNet-322020.06 | 11.84 | |
| BBNBackbone=ResNet-322020.06 | 11.99 | |
| LDAM-DRWBackbone=ResNet-322020.06 | 12.19 | |
| CB FocalBackbone=ResNet-322020.06 | 12.9 | |
| FocalBackbone=ResNet-322020.06 | 13.34 | |
| ERMBackbone=ResNet-322020.06 | 13.61 | |
| FocalBackbone=ResNet-322020.06 | 16.36 | |
| CB FocalBackbone=ResNet-322020.06 | 16.54 | |
| ERMBackbone=ResNet-322020.06 | 17.5 |