| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| REFUGE 2.0 (test) | DiagFirstGT | AUC89.62 | 40 | 5mo ago | |
| LAG (test) | PCRNet18 | Accuracy95.58 | 32 | 5mo ago | |
| Harvard-FairVLMed | CLIP | DPD1.35 | 12 | 2mo ago | |
| FairFundus Age Partition (5 Fold Cross-Validation) | FairEnc | DPD1.91 | 6 | 2mo ago | |
| FairFundus Gender Partition (5 Fold Cross-Validation) | FairEnc | DPD1.09 | 6 | 2mo ago | |
| Harvard-FairVLMed (test) | CMAC-MMD | AUC0.72 | 4 | 5mo ago | |
| GHS (Gutenberg Health Study) | AUC0.984 | 1 | 19d ago | ||
| BMES (Blue Mountains Eye Study) | AUC0.976 | 1 | 19d ago | ||
| JOINT | AUC98 | 1 | 19d ago | ||
| Brazil Glaucoma (BrG) | AUC0.965 | 1 | 19d ago |
