| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| REFUGE 2.0 (test) | DiagFirstGT | AUC89.62 | 40 | 3mo ago | |
| LAG (test) | PCRNet18 | Accuracy95.58 | 32 | 3mo ago | |
| Harvard-FairVLMed | CLIP | DPD1.35 | 12 | 27d ago | |
| FairFundus Age Partition (5 Fold Cross-Validation) | FairEnc | DPD1.91 | 6 | 27d ago | |
| FairFundus Gender Partition (5 Fold Cross-Validation) | FairEnc | DPD1.09 | 6 | 27d ago | |
| Harvard-FairVLMed (test) | CMAC-MMD | AUC0.72 | 4 | 3mo ago |
