Image Classification on CIFAR-10 Imbalanced Step
21.65Top-1 Error (rho=100)LDAM-DRW-RSG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LDAM-DRW-RSGBackbone=ResNet-322021.06 | 21.65 | 17.9 | |
| BBNBackbone=ResNet-322021.06 | 22.34 | 18.33 | |
| LDAM-DRW-SSPBackbone=ResNet-322021.06 | 22.95 | 18.38 | |
| LDAM-DRWBackbone=ResNet-322021.06 | 23.08 | 18.67 | |
| M-DRWBackbone=ResNet-322021.06 | 27.67 | 21.05 | |
| Focal lossBackbone=ResNet-322021.06 | 36.09 | 28.7 | |
| ERMBackbone=ResNet-322021.06 | 36.7 | 28.88 | |
| CB RWBackbone=ResNet-322021.06 | 38.06 | 30.38 | |
| CB FocalBackbone=ResNet-322021.06 | 39.73 | 39.65 |