An open-source project for long-tail classification
Supported Methods for Long-tailed Recognition:
Reproduce Results
Here we simply show part of results to prove that our implementation is reasonable.
ImageNet-LT
| Method | Backbone | Reported Result | Our Implementation |
|---|---|---|---|
| CE | ResNet-10 | 34.8 | 35.3 |
| Decouple-cRT | ResNet-10 | 41.8 | 41.8 |
| Decouple-LWS | ResNet-10 | 41.4 | 41.6 |
| BalanceSoftmax | ResNet-10 | 41.8 | 41.4 |
| CE | ResNet-50 | 41.6 | 43.2 |
| LDAM-DRW* | ResNet-50 | 48.8 | 51.2 |
| Decouple-cRT | ResNet-50 | 47.3 | 48.7 |
| Decouple-LWS | ResNet-50 | 47.7 | 49.3 |
CIFAR100-LT (Imbalance Ratio 100)
${dagger}$ means the reported results are copied from LADE