| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Diabetic Retinopathy grading | FGADR ESDG (test) | AUC65.5 | 24 | |
| Diabetic Retinopathy (DR) grading | FGADR | Accuracy11.2 | 17 | |
| Joint DR Grading and Lesion Classification | FGADR (10-fold cross-validation) | Accuracy87.61 | 10 | |
| Lesion Segmentation | FGADR | EX Error0.15 | 9 | |
| Medical Image Classification | FGADR Kaggle-EyePACS (test) | Accuracy53.7 | 7 |