Long-tail Image Classification on CIFAR-100 long-tail (imbalance ratio 100) (test)
48.9Average RecallLA with class priors
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LA with class priorsBackbone=ResNet-56, Coverage Target=0.0102021.07 | 48.9 | 0.5 | |
| CSL [Hybrid B]Backbone=ResNet-56, Coverage Target=0.0102021.07 | 47.5 | 1 | |
| CSL [Hybrid A]Backbone=ResNet-56, Coverage Target=0.0102021.07 | 47.4 | 1 | |
| ERMBackbone=ResNet-56, Coverage Target=0.0102021.07 | 44.4 | 0.1 | |
| CSL [Re-weighted]Backbone=ResNet-56, Coverage Target=0.0102021.07 | 40.8 | 1 |