| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ImageNet-LT | NAO-centroid | Accuracy78.9 | 36 | 1mo ago | |
| CIFAR-100-LT (test) | BalPoE | Forward-LT Accuracy 167.75 | 9 | 1mo ago | |
| iNaturalist Ours Setting 2018 (test) | DirMixE | Forward LT Accuracy 169.75 | 9 | 1mo ago | |
| ImageNet-LT Overall Ours Setting (test) | DirMixE | Mean Acc61.5 | 9 | 1mo ago | |
| ImageNet-LT Backward Ours Setting (test) | DirMixE | Accuracy 10.5559 | 9 | 1mo ago | |
| ImageNet-LT Uniform split Ours Setting (test) | SADE | Accuracy (Index 1)58.51 | 9 | 1mo ago | |
| ImageNet-LT Forward-LT Ours Setting (test) | DirMixE | Accuracy (Run 1)70.13 | 9 | 1mo ago | |
| CIFAR-10-LT Overall | DirMixE | Mean Accuracy87.57 | 9 | 1mo ago | |
| CIFAR-10-LT Backward-LT | DirMixE | Accuracy (Metric 1)89.39 | 9 | 1mo ago | |
| CIFAR-10-LT Uniform | DirMixE | Accuracy Run 10.8324 | 9 | 1mo ago | |
| CIFAR-10 Forward-LT | BalPoE | Accuracy91.3 | 9 | 1mo ago | |
| RareBench | REPAIR | Conditional Hit@185.6 | 4 | 16d ago | |
| GMDB | REPAIR | Conditional Hit@172.3 | 4 | 16d ago | |
| Places-LT | REPAIR | Conditional Hit@145.5 | 4 | 16d ago | |
| iNaturalist | LogitAdj | Conditional Hit@149 | 4 | 16d ago | |
| iNat 2019 | MAE | Accuracy83.8 | 4 | 1mo ago | |
| CIFAR-100 Ours Setting LT (test) | DirMixE | Forward LT Acc 166.85 | 3 | 1mo ago | |
| ImageNet-LT SADE (test) | DirMixE | Acc (Forward-LT, 50)70.09 | 3 | 1mo ago | |
| ImageNet-LT (test) | DirMixE | Forward-LT Acc (1)70.13 | 3 | 1mo ago |
