Image Classification on CIFAR-100 Long-tailed Imbalance factor 0.02 (test)
54.51Top-1 AccResLT (3 experts)
Evaluation results
| Method | Links | |
|---|---|---|
| ResLT (3 experts)One-stage=false, Backbone=ResNet-32, experts=32021.01 | 54.51 | |
| ResLTSOne-stage=true, Backbone=ResNet-32, Strong data augmentation=true2021.01 | 52.71 | |
| Causal NormOne-stage=true, Backbone=ResNet-322021.01 | 50.3 | |
| ResLTOne-stage=true, Backbone=ResNet-322021.01 | 49.98 | |
| ELF(LDAM)+DRWOne-stage=false, Backbone=ResNet-322021.01 | 47.5 | |
| BBNOne-stage=true, Backbone=ResNet-322021.01 | 47.02 | |
| LDAM+DRWOne-stage=false, Backbone=ResNet-322021.01 | 46.62 | |
| CE+DRSOne-stage=false, Backbone=ResNet-322021.01 | 45.48 | |
| CE+DRWOne-stage=false, Backbone=ResNet-322021.01 | 45.29 | |
| CB-FocalOne-stage=true, Backbone=ResNet-32, Strong data augmentation=true2021.01 | 45.17 | |
| MixupOne-stage=true, Backbone=ResNet-32, Strong data augmentation=true2021.01 | 44.99 | |
| FocalOne-stage=true, Backbone=ResNet-32, Strong data augmentation=true2021.01 | 44.32 |