Image Classification on CIFAR-10 Unbalanced (val)
22.08Top-1 Error (Long-tail, Ratio 100)smDRAGON
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| smDRAGONVision-Only=true, Backbone=ResNet-322020.04 | 22.08 | 12.17 | 27.1 | 12.38 | |
| Focal (from [11])Vision-Only=true, Backbone=ResNet-322020.04 | 25.43 | 12.9 | 39.73 | 16.54 | |
| LDAMVision-Only=true, Backbone=ResNet-322020.04 | 26.65 | 13.04 | 33.42 | 15 | |
| ReWeightVision-Only=true, Backbone=ResNet-322020.04 | 27.63 | 13.46 | 38.06 | 16.2 | |
| ReSampleVision-Only=true, Backbone=ResNet-322020.04 | 29.45 | 13.21 | 38.14 | 15.41 | |
| Focal (from [27])Vision-Only=true, Backbone=ResNet-322020.04 | 29.62 | 13.34 | 36.09 | 16.36 | |
| CEVision-Only=true, Backbone=ResNet-322020.04 | 29.64 | 13.61 | 36.7 | 17.5 | |
| CE* (VE)Vision-Only=true, Backbone=ResNet-322020.04 | 29.81 | 13.12 | 36.61 | 17.78 |