Retinal Vessel Segmentation on DRIVE S1 (in-domain)
80.46DiceWaveRNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WaveRNetin-domain=true2026.01 | 80.46 | 67.32 | 80.5 | |
| DUNetin-domain=true2026.01 | 79.96 | 66.64 | 80.22 | |
| UNet++in-domain=true2026.01 | 79.62 | 66.17 | 79.9 | |
| U-Netin-domain=true2026.01 | 79.54 | 66.06 | 79.88 | |
| Attention U-Netin-domain=true2026.01 | 78.68 | 64.89 | 79.01 | |
| DCSAU-Netin-domain=true2026.01 | 78.18 | 64.23 | 78.56 | |
| MFMSNetin-domain=true2026.01 | 77.43 | 63.22 | 77.82 | |
| ResUNet++in-domain=true2026.01 | 76.04 | 61.58 | 76.71 | |
| ULitein-domain=true2026.01 | 74.81 | 59.8 | 75.06 | |
| UNeXtin-domain=true2026.01 | 74.38 | 59.27 | 74.75 | |
| Swin-UNetin-domain=true2026.01 | 73.24 | 57.83 | 73.56 | |
| EMCADNetin-domain=true2026.01 | 73.14 | 57.7 | 73.72 | |
| SAM-FTin-domain=true, fine-tuned=true2026.01 | 69.67 | 53.48 | 83.43 | |
| ACC-UNetin-domain=true2026.01 | 66.77 | 50.33 | 67.26 | |
| MedSAM-FTin-domain=true, fine-tuned=true2026.01 | 41.06 | 26.53 | 68.66 |