| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Drishti-GS | RetSAM | Dice Coefficient94.2 | 39 | 1mo ago | |
| Refuge | MedSAM | DSC96.3 | 29 | 1mo ago | |
| RIGA+ Messidor Target Domains (test) | DAPSAM | Score (Messidor Base 1)88.24 | 22 | 22d ago | |
| RIM-ONE r3 | Oracle | Dice Coefficient85.6 | 20 | 1mo ago | |
| REFUGE2 Cup | MedFlowSeg | Dice Score88.6 | 18 | 1mo ago | |
| RIM-ONE-r3 (test) | Proposed (CGPM) | Dice Score88.01 | 11 | 14d ago | |
| Multi-Dataset Average | FunduSegmenter | DSC87.25 | 10 | 1mo ago | |
| OpticCup Fundus (val) | SAMed-2 | DSC89.71 | 10 | 3mo ago | |
| Papila | SAM2 | DSC85.8 | 9 | 3mo ago | |
| Origa | MedSAM2 | DSC92.5 | 9 | 3mo ago | |
| Gamma | RetSAM | DSC91.4 | 9 | 3mo ago | |
| G1020 | RetSAM | DSC91.1 | 9 | 3mo ago | |
| RIM-One (test) | Segtran | Dice Score0.796 | 3 | 3mo ago | |
| REFUGE 20 (train) | Segtran | Dice Score0.938 | 3 | 3mo ago |
