| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DRIVE (test) | RV-GAN | Accuracy97.9 | 52 | 3d ago | |
| CHASE DB1 | Sensitivity (SE)87.98 | 47 | 3d ago | ||
| STARE | FSG-Net | F1 Score85.1 | 40 | 3d ago | |
| DRIVE | FSG-Net | F1 Score0.8323 | 33 | 3d ago | |
| RECOVERY FA19 | WaveRNet | Dice41.75 | 17 | 3d ago | |
| HRF | FSG-Net | mIoU0.8309 | 17 | 3d ago | |
| STARE (test) | TPR85.54 | 16 | 3d ago | ||
| RECOVERY S4 FA19 (in-domain) | WaveRNet | Dice60.33 | 15 | 3d ago | |
| CHASE_DB1 S3 (in-domain) | WaveRNet | Dice81.94 | 15 | 3d ago | |
| STARE S2 (in-domain) | WaveRNet | Dice79.39 | 15 | 3d ago | |
| DRIVE S1 (in-domain) | WaveRNet | Dice80.46 | 15 | 3d ago | |
| HRF | VFGS-Net | Dice85.6 | 7 | 3d ago | |
| DRIVE evaluated on unseen Swin model outputs (test) | rNCA | DICE0.776 | 6 | 3d ago | |
| CHASE (test) | DUNet | TPR82.29 | 6 | 3d ago | |
| CHASE-DB1 With Masks | IterNet | Connectivity90.91 | 4 | 3d ago | |
| CHASE-DB1 (Without Masks) | IterNet | Connectivity90.91 | 4 | 3d ago | |
| MedSAM 1.0 (test) | DB-SAM | DSC6,753 | 3 | 3d ago | |
| SYNTHE | DUNet | PPV0.8537 | 3 | 3d ago | |
| RETA (test) | TFFM framework | Dice82.18 | 1 | 3d ago | |
| HRF (test) | TFFM framework | Dice79.94 | 1 | 3d ago | |
| CHASEDB1 (test) | TFFM framework | Dice0.8061 | 1 | 3d ago |
