Image Classification on CIFAR-10 Imbalanced Long-Tailed
20.18Top-1 Error (rho=100)BBN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BBNBackbone=ResNet-322021.06 | 20.18 | 17.82 | |
| LDAM-DRW-RSGBackbone=ResNet-322021.06 | 20.45 | 17.2 | |
| LDAM-DRW-SSPBackbone=ResNet-322021.06 | 22.17 | 17.87 | |
| LDAM-DRWBackbone=ResNet-322021.06 | 22.97 | 18.97 | |
| M-DRWBackbone=ResNet-322021.06 | 24.94 | 20.44 | |
| CB FocalBackbone=ResNet-322021.06 | 25.43 | 20.73 | |
| CB RWBackbone=ResNet-322021.06 | 27.63 | 21.95 | |
| Focal lossBackbone=ResNet-322021.06 | 29.62 | 23.28 | |
| ERMBackbone=ResNet-322021.06 | 29.64 | 25.19 |