Image Classification on CIFAR-100 Imbalanced (Long-Tailed)
55.45Top-1 Error (rho=100)LDAM-DRW-RSG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LDAM-DRW-RSGBackbone=ResNet-322021.06 | 55.45 | 51.5 | |
| LDAM-DRW-SSPBackbone=ResNet-322021.06 | 56.57 | 52.89 | |
| BBNBackbone=ResNet-322021.06 | 57.44 | 52.98 | |
| LDAM-DRWBackbone=ResNet-322021.06 | 57.96 | 53.38 | |
| M-DRWBackbone=ResNet-322021.06 | 59.49 | 56.06 | |
| Focal lossBackbone=ResNet-322021.06 | 61.59 | 55.68 | |
| ERMBackbone=ResNet-322021.06 | 61.68 | 56.15 | |
| CB FocalBackbone=ResNet-322021.06 | 63.98 | 54.83 | |
| CB RWBackbone=ResNet-322021.06 | 66.01 | 57.54 |