| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DeepDR (test) | Fishr | Accuracy0.61 | 30 | 4d ago | |
| DR (test) | AdaCBM | Accuracy78.3 | 14 | 4d ago | |
| Retina (test) | HypCBC | AUC80.48 | 13 | 4d ago | |
| Retina (val) | RandAug | AUC0.8785 | 13 | 4d ago | |
| RLDR (test) | DECO | AUC81.1 | 13 | 4d ago | |
| Messidor (test) | DECO | AUC79.8 | 13 | 4d ago | |
| IDRiD (test) | DECO | AUC74.2 | 13 | 4d ago | |
| MESSIDOR-2 | RET-CLIP | AUROC0.951 | 7 | 4d ago | |
| APTOS 2019 | UrFound | AUROC0.949 | 6 | 4d ago | |
| APTOS 2019 (test) | TIMM-ProRS | Accuracy97.8 | 5 | 4d ago | |
| BRSET ICDR scheme (test) | SOTA | Accuracy98.7 | 4 | 4d ago | |
| BRSET SDRG scheme (test) | CLIP | Accuracy97.73 | 3 | 4d ago | |
| Diabetic Retinopathy MDG setting | MedXAI (Fusion) | F1 (Grade 3)50.1 | 2 | 4d ago |
