Image Classification on Imbalanced CIFAR-10 long-tailed, ratio 100 (val)
20.18Top-1 ErrorBBN
Evaluation results
| Method | Links | |
|---|---|---|
| BBNBackbone=ResNet-322020.06 | 20.18 | |
| HAR-DRWBackbone=ResNet-322020.06 | 20.27 | |
| HAR-DRWBackbone=ResNet-322020.06 | 20.46 | |
| BBNBackbone=ResNet-322020.06 | 21.64 | |
| LDAM-DRWBackbone=ResNet-322020.06 | 22.97 | |
| LDAM-DRWBackbone=ResNet-322020.06 | 23.08 | |
| CB FocalBackbone=ResNet-322020.06 | 25.43 | |
| FocalBackbone=ResNet-322020.06 | 29.62 | |
| ERMBackbone=ResNet-322020.06 | 29.64 | |
| FocalBackbone=ResNet-322020.06 | 36.09 | |
| ERMBackbone=ResNet-322020.06 | 36.7 | |
| CB FocalBackbone=ResNet-322020.06 | 39.73 |