Image Classification on Imbalanced CIFAR-100 Step
53Top-1 Error (rho=100)LDAM-DRW-RSG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LDAM-DRW-RSGBackbone=ResNet-322021.06 | 53 | 49.43 | |
| BBNBackbone=ResNet-322021.06 | 54.14 | 50.49 | |
| LDAM-DRW-SSPBackbone=ResNet-322021.06 | 54.28 | 50.47 | |
| LDAM-DRWBackbone=ResNet-322021.06 | 54.64 | 50.97 | |
| M-DRWBackbone=ResNet-322021.06 | 58.91 | 56.26 | |
| ERMBackbone=ResNet-322021.06 | 61.43 | 59.32 | |
| Focal lossBackbone=ResNet-322021.06 | 61.65 | 58.5 | |
| CB RWBackbone=ResNet-322021.06 | 78.69 | 69.63 | |
| CB FocalBackbone=ResNet-322021.06 | 80.24 | 85.1 |