Image Classification on Imbalanced CIFAR-100 Step rho=50 (test)
49.43Top-1 Error RateLDAM-DRW
Evaluation Results
| Method | Links | |
|---|---|---|
| LDAM-DRWBackbone=ResNet-32, RSG=true2021.06 | 49.43 | |
| LDAM-DRWBackbone=ResNet-32, RSG=false2021.06 | 50.97 | |
| M-DRWBackbone=ResNet-32, RSG=true2021.06 | 54.6 | |
| Focal LossBackbone=ResNet-32, RSG=true2021.06 | 55.93 | |
| M-DRWBackbone=ResNet-32, RSG=false2021.06 | 56.26 | |
| ERMBackbone=ResNet-32, RSG=true2021.06 | 56.82 | |
| Focal LossBackbone=ResNet-32, RSG=false2021.06 | 58.5 | |
| ERMBackbone=ResNet-32, RSG=false2021.06 | 59.32 |