Retinal Vessel Segmentation on RECOVERY S4 FA19 (in-domain)
60.33DiceWaveRNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaveRNetin-domain=true2026.01 | 60.33 | 43.22 | 60.25 | |
| U-Netin-domain=true2026.01 | 56.5 | 39.38 | 56.5 | |
| UNet++in-domain=true2026.01 | 55.72 | 38.63 | 55.72 | |
| DUNetin-domain=true2026.01 | 55.5 | 38.42 | 55.52 | |
| ResUNet++in-domain=true2026.01 | 54.7 | 37.67 | 54.7 | |
| Attention U-Netin-domain=true2026.01 | 54.54 | 37.5 | 54.61 | |
| DCSAU-Netin-domain=true2026.01 | 54.17 | 37.21 | 54.21 | |
| Swin-UNetin-domain=true2026.01 | 47.1 | 30.81 | 47.11 | |
| EMCADNetin-domain=true2026.01 | 44.82 | 28.89 | 44.83 | |
| MFMSNetin-domain=true2026.01 | 42.13 | 26.69 | 42.16 | |
| UNeXtin-domain=true2026.01 | 40.24 | 25.19 | 40.25 | |
| ULitein-domain=true2026.01 | 39.53 | 24.67 | 39.7 | |
| SAM-FTin-domain=true, fine-tuned=true2026.01 | 38.19 | 23.62 | 66.48 | |
| ACC-UNetin-domain=true2026.01 | 31.9 | 19.03 | 32.08 | |
| MedSAM-FTin-domain=true, fine-tuned=true2026.01 | 0 | 0 | 47.04 |