Diabetic Retinopathy (DR) Prediction on in-house dataset (test)
0.982ROC AUCPRETI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRETIBackbone=ViT-B, Protocol=test on in-house2025.05 | 0.982 | 0.885 | |
| PRETIBackbone=ViT-S, Protocol=train/test on in-house2025.05 | 0.977 | 0.866 | |
| UrFoundBackbone=ViT-B, Protocol=test on in-house2025.05 | 0.971 | 0.91 | |
| RETFoundBackbone=ViT-L, Protocol=test on in-house2025.05 | 0.969 | 0.838 | |
| MAEBackbone=ViT-B, Protocol=test on in-house2025.05 | 0.965 | 0.818 | |
| RETFoundBackbone=ViT-S, Protocol=train/test on in-house2025.05 | 0.871 | 0.586 | |
| RET-CLIPBackbone=ViT-B, Protocol=test on in-house2025.05 | 0.857 | 0.579 |