Retinal Vessel Segmentation on STARE S2 (in-domain)
79.39DiceWaveRNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaveRNetin-domain=true2026.01 | 79.39 | 65.91 | 79.4 | |
| DUNetin-domain=true2026.01 | 75.93 | 61.29 | 76.02 | |
| UNet++in-domain=true2026.01 | 74.12 | 58.96 | 74.83 | |
| Attention U-Netin-domain=true2026.01 | 71.31 | 55.46 | 71.46 | |
| SAM-FTin-domain=true, fine-tuned=true2026.01 | 70.78 | 54.89 | 84.31 | |
| U-Netin-domain=true2026.01 | 70.61 | 54.7 | 72.06 | |
| DCSAU-Netin-domain=true2026.01 | 69.78 | 53.63 | 70.22 | |
| ULitein-domain=true2026.01 | 66.19 | 49.58 | 67.02 | |
| UNeXtin-domain=true2026.01 | 64.99 | 48.34 | 65.15 | |
| MFMSNetin-domain=true2026.01 | 64.93 | 48.12 | 65.73 | |
| ResUNet++in-domain=true2026.01 | 64.45 | 47.95 | 66.54 | |
| EMCADNetin-domain=true2026.01 | 64.05 | 47.55 | 67.2 | |
| Swin-UNetin-domain=true2026.01 | 55.41 | 38.83 | 57.58 | |
| ACC-UNetin-domain=true2026.01 | 50.86 | 34.24 | 51.17 | |
| MedSAM-FTin-domain=true, fine-tuned=true2026.01 | 16.76 | 10.65 | 56.49 |