Retinal Vessel Segmentation on CHASE_DB1 S3 (in-domain)
81.94DiceWaveRNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WaveRNetin-domain=true2026.01 | 81.94 | 69.48 | 82.13 | |
| DUNetin-domain=true2026.01 | 81.89 | 69.43 | 81.97 | |
| UNet++in-domain=true2026.01 | 81.38 | 68.73 | 81.5 | |
| U-Netin-domain=true2026.01 | 81.13 | 68.35 | 81.27 | |
| DCSAU-Netin-domain=true2026.01 | 78.45 | 64.64 | 78.59 | |
| Attention U-Netin-domain=true2026.01 | 78.09 | 64.26 | 78.38 | |
| ResUNet++in-domain=true2026.01 | 78 | 64.03 | 78.34 | |
| MFMSNetin-domain=true2026.01 | 77.66 | 63.62 | 77.82 | |
| UNeXtin-domain=true2026.01 | 76.13 | 61.56 | 76.22 | |
| ULitein-domain=true2026.01 | 74.22 | 59.08 | 74.35 | |
| EMCADNetin-domain=true2026.01 | 73.86 | 58.64 | 74.07 | |
| SAM-FTin-domain=true, fine-tuned=true2026.01 | 69.2 | 52.99 | 83.55 | |
| ACC-UNetin-domain=true2026.01 | 68.1 | 51.82 | 68.37 | |
| Swin-UNetin-domain=true2026.01 | 66.76 | 50.21 | 67.41 | |
| MedSAM-FTin-domain=true, fine-tuned=true2026.01 | 23.59 | 13.44 | 60.07 |