Image Classification on CIFAR-100 Unbalanced (val)
58.01Top-1 Error (LT R100)smDRAGON
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| smDRAGONVision-Only=true, Backbone=ResNet-322020.04 | 58.01 | 42.22 | 54.43 | 40.97 | |
| LDAMVision-Only=true, Backbone=ResNet-322020.04 | 60.4 | 43.09 | 60.42 | 43.73 | |
| Focal (from [27])Vision-Only=true, Backbone=ResNet-322020.04 | 61.59 | 44.22 | 61.43 | 46.54 | |
| CEVision-Only=true, Backbone=ResNet-322020.04 | 61.68 | 44.3 | 61.45 | 45.37 | |
| CE* (VE)Vision-Only=true, Backbone=ResNet-322020.04 | 61.72 | 43.77 | 61.59 | 45.75 | |
| Focal (from [11])Vision-Only=true, Backbone=ResNet-322020.04 | 63.98 | 42.01 | 80.24 | 49.98 | |
| ReWeightVision-Only=true, Backbone=ResNet-322020.04 | 66.01 | 42.88 | 78.69 | 47.52 | |
| ReSampleVision-Only=true, Backbone=ResNet-322020.04 | 66.56 | 44.94 | 66.23 | 46.92 |