Segmentation on DRIVE (mIoU, F1, clDice, μerr)
72.8mIoUPEPA SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PEPA SAM2026.06 | 72.8 | — | 84.2 | — | |
| FPBE SAM2026.06 | 72.1 | — | 83.1 | — | |
| HM-Mamba2026.06 | 71.8 | — | 83.2 | — | |
| GCC-UNet2026.06 | 71.4 | — | 82.5 | — | |
| nnU-Net2026.06 | 70.4 | — | 81.2 | — | |
| TVS-Net2026.06 | 69.2 | — | 81.1 | — | |
| Mid-Net2026.06 | 68.4 | — | 80.3 | — | |
| DBCNet2026.06 | 66.6 | — | 78.4 | — | |
| CrossDiff2026.06 | 66 | — | 78 | — | |
| SegFlowVenue=Ours2026.03 | 65.3 | 78.9 | 83 | 49.792 | |
| FlowSDFVenue=IJCV 20252026.03 | 63.5 | 77.6 | 77.6 | 130.313 | |
| SCSegambaVenue=CVPR 20252026.03 | 60.5 | 75.3 | 76.5 | 65.563 | |
| DConnNetVenue=CVPR 20232026.03 | 56.7 | 72.2 | 78 | 48.104 | |
| TopographVenue=ICLR 20252026.03 | 55.3 | 71.1 | 67.6 | 239.062 | |
| Mask2FormerVenue=CVPR 20222026.03 | 44.4 | 61.5 | 66.1 | 280.48 | |
| SemFlowVenue=NeurIPS 20242026.03 | 29.5 | 45.4 | 44.9 | 149.208 |