Long-tail Image Classification on TinyImgNet long-tail (imbalance ratio 83) (test)
35Avg RecallLA with class priors
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LA with class priorsBackbone=ResNet-18, Coverage Target=0.0052021.07 | 35 | 0.002 | |
| CSL [Hybrid A]Backbone=ResNet-18, Coverage Target=0.0052021.07 | 35 | 0.005 | |
| CSL [Hybrid B]Backbone=ResNet-18, Coverage Target=0.0052021.07 | 34.9 | 0.005 | |
| ERMBackbone=ResNet-18, Coverage Target=0.0052021.07 | 31.9 | 0 | |
| CSL [Re-weighted]Backbone=ResNet-18, Coverage Target=0.0052021.07 | 28.9 | 0.004 |