DR Grading on DDR subset (10-fold cross-validation)
91.72AUCMIL-VT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MIL-VT2025.12 | 91.72 | 87.14 | 82.12 | 90.16 | |
| TWLR2025.12 | 91.44 | 89.61 | 85.93 | 97.95 | |
| ResNet101Backbone=ResNet-1012025.12 | 89.03 | 75.08 | 82.01 | 92.07 | |
| CaiT-xs24Architecture=CaiT-xs242025.12 | 88.76 | 85.26 | 83.12 | 95.11 | |
| LbCL2025.12 | 88.76 | 85.14 | 83.12 | 92.29 | |
| CABNet2025.12 | 88.23 | 86.25 | 83.17 | 93.17 | |
| CLIP-DR2025.12 | 88.12 | 89.14 | 83.14 | 96.12 | |
| CANet2025.12 | 87.72 | 86.21 | 83.11 | 92.11 | |
| ViT-B/16Architecture=ViT-B/162025.12 | 87.15 | 79.03 | 82.14 | 93.15 | |
| CLAT2025.12 | 86.68 | 88.66 | 84.93 | 96.23 |