| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DRIVE | LadderNet | Accuracy (AC)95.61 | 93 | 1mo ago | |
| STARE | Accuracy99.7 | 90 | 2mo ago | ||
| CHASE DB1 | Sensitivity (SE)87.98 | 59 | 1mo ago | ||
| DRIVE (test) | RV-GAN | Accuracy97.9 | 52 | 3mo ago | |
| CHASE_DB1 (test) | Accuracy0.9798 | 26 | 1mo ago | ||
| HRF (test) | Dice85.98 | 22 | 1mo ago | ||
| RECOVERY FA19 | WaveRNet | Dice41.75 | 17 | 4mo ago | |
| HRF | FSG-Net | mIoU0.8309 | 17 | 4mo ago | |
| STARE (test) | TPR85.54 | 16 | 4mo ago | ||
| RECOVERY S4 FA19 (in-domain) | WaveRNet | Dice60.33 | 15 | 4mo ago | |
| CHASE_DB1 S3 (in-domain) | WaveRNet | Dice81.94 | 15 | 4mo ago | |
| STARE S2 (in-domain) | WaveRNet | Dice79.39 | 15 | 4mo ago | |
| DRIVE S1 (in-domain) | WaveRNet | Dice80.46 | 15 | 4mo ago | |
| CHASE-DB (test) | Shin et al. | TP93.64 | 12 | 2mo ago | |
| ROSSA | LSENet | Dice Score91.59 | 10 | 2mo ago | |
| ROSE 1 | LSENet | Dice Score88.22 | 10 | 2mo ago | |
| OCTA-500 6mm | LSENet | Dice89.14 | 10 | 2mo ago | |
| OCTA-500 3mm | LSENet | Dice Coefficient92.03 | 10 | 2mo ago | |
| Retinal Vessel Segmentation | FRNet | Params (M)0.01 | 7 | 2mo ago | |
| HRF | VFGS-Net | Dice85.6 | 7 | 4mo ago | |
| VAMPIRE | ELEMENT | TP (True Positives)97.22 | 6 | 2mo ago | |
| Retinal Vessel Dataset DRIVE and CHASE_DB1 cross-validation (test) | HMS-VesselNet | Dice Score89.7 | 6 | 4mo ago | |
| DRIVE evaluated on unseen Swin model outputs (test) | rNCA | DICE0.776 | 6 | 4mo ago | |
| CHASE (test) | DUNet | TPR82.29 | 6 | 4mo ago | |
| RC-SLO | ELEMENT | TP95.88 | 4 | 2mo ago |
