DR Grading on IDRiD (10-fold cross-val)
90.79AUCTWLR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TWLR2025.12 | 90.79 | 86.71 | 83.16 | 94.17 | |
| CLIP-DR2025.12 | 89.42 | 85.26 | 81.24 | 90.14 | |
| CLAT2025.12 | 89.12 | 85.12 | 83.1 | 92.12 | |
| LbCL2025.12 | 88.13 | 84.1 | 81.18 | 93.14 | |
| ResNet101Backbone=ResNet-1012025.12 | 87.39 | 82.54 | 81.12 | 93.21 | |
| CaiT-xs24Architecture=CaiT-xs242025.12 | 87.31 | 83.83 | 81.42 | 92.31 | |
| MIL-VT2025.12 | 87.12 | 86.41 | 82.14 | 91.12 | |
| ViT-B/16Architecture=ViT-B/162025.12 | 86.14 | 83.24 | 81.1 | 90.21 | |
| CABNet2025.12 | 85.26 | 85.89 | 81.17 | 92.17 | |
| CANet2025.12 | 82.12 | 84.14 | 80.28 | 93.11 |