Diabetic Retinopathy grading on Aptos (held-out)
73.46AccuracyGenEval
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GenEval2026.03 | 73.46 | — | |
| EKIE BranchBackbone=Knowledge2025.12 | 60.7 | — | |
| MedXAI (Fusion)Backbone=ViT+EKIE2025.12 | 53.1 | — | |
| SPSD-ViTbackbone=ViT2026.03 | 51.6 | 0.09 | |
| DL Branch (ViT)Backbone=DeiT-Small2025.12 | 50.1 | — | |
| SPSD-ViTBackbone=T2T-142025.12 | 50 | — | |
| MMD2026.03 | 49.3 | 0.3 | |
| ERM-ViTbackbone=ViT2026.03 | 48.5 | — | |
| CDANN2026.03 | 48.1 | 0.9 | |
| FishrBackbone=ResNet502025.12 | 47 | — | |
| SD-ViTbackbone=ViT2026.03 | 46.5 | 0.2 |