| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| EyeQ | CoMCL | Kappa0.884 | 22 | 4d ago | |
| Harvard-30k (test) | Ours | Accuracy79.5 | 15 | 4d ago | |
| EyeQ (70%) | CoMCL | Kappa0.852 | 11 | 4d ago | |
| IDRiD (10-fold cross-val) | TWLR | AUC90.79 | 10 | 4d ago | |
| DDR subset (10-fold cross-validation) | AUC91.72 | 10 | 4d ago | ||
| Private Data (10-fold cross-val) | TWLR | AUC92.18 | 10 | 4d ago | |
| EyePACS (External val) | QMP-RETNet | Kappa0.705 | 6 | 4d ago | |
| Eyepacs (test) | Balanced-MixUp | Quadratic Weighted Kappa80.78 | 5 | 4d ago | |
| Messidor-2 (test) | Balanced-MixUp | Quadratic Kappa85.14 | 3 | 4d ago |
