Image Classification on BloodMNIST balanced (test)
98.5Balanced AccuracyCE
Evaluation results
| Method | Links | |
|---|---|---|
| CECondition=Clean, Backbone=DINOv22026.05 | 98.5 | |
| CUFITCondition=Clean, Backbone=DINOv22026.05 | 98.1 | |
| ELRCondition=Clean, Backbone=DINOv22026.05 | 98.1 | |
| Co-T.Condition=Clean, Backbone=DINOv22026.05 | 98.1 | |
| ELRCondition=Sym. 20%, Backbone=DINOv22026.05 | 98 | |
| CUFITCondition=Sym. 20%, Backbone=DINOv22026.05 | 97.7 | |
| ELRCondition=Sym. 40%, Backbone=DINOv22026.05 | 97.3 | |
| Co-T.Condition=Sym. 20%, Backbone=DINOv22026.05 | 97.1 | |
| CUFITCondition=Sym. 40%, Backbone=DINOv22026.05 | 96.9 | |
| ELRCondition=Asym. 40%, Backbone=DINOv22026.05 | 96.3 | |
| Co-T.Condition=Sym. 40%, Backbone=DINOv22026.05 | 94.7 | |
| CUFITCondition=Asym. 40%, Backbone=DINOv22026.05 | 94.6 | |
| Co-T.Condition=Asym. 40%, Backbone=DINOv22026.05 | 94.1 | |
| CECondition=Sym. 20%, Backbone=DINOv22026.05 | 92.9 | |
| CECondition=Sym. 40%, Backbone=DINOv22026.05 | 89.4 | |
| CECondition=Asym. 40%, Backbone=DINOv22026.05 | 82.3 |