Medical Image Classification on FGADR Kaggle-EyePACS (test)
53.7AccuracyCUFIT
Evaluation results
| Method | Links | |
|---|---|---|
| CUFITBackbone=DINOv2 (ViT-small), Adapter=Rein2024.11 | 53.7 | |
| JoCorBackbone=DINOv2 (ViT-small), Adapter=Rein, Paradigm=JoCor2024.11 | 53.1 | |
| CoDisBackbone=DINOv2 (ViT-small), Adapter=Rein, Paradigm=CoDis2024.11 | 53 | |
| ReinBackbone=DINOv2 (ViT-small), Adapter=Rein2024.11 | 48.8 | |
| Linear probingBackbone=DINOv2 (ViT-small), Training mode=Linear probing2024.11 | 46.4 | |
| Co-teachingBackbone=DINOv2 (ViT-small), Adapter=Rein, Paradigm=Co-teaching2024.11 | 44.9 | |
| Full-trainingBackbone=DINOv2 (ViT-small), Training mode=Full-parameter2024.11 | 14.3 |