Registration-free Correspondence on HCP T2w-T1w Dataset
3.6DSWPLS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WPLSEncoder=DINOv32026.05 | 3.6 | 2.86 | 4.39 | |
| PCA3DEncoder=DINOv32026.05 | 3.76 | 5.52 | 6.6 | |
| PCA3DEncoder=DINOv22026.05 | 4.05 | 6.19 | 7.26 | |
| WPLSEncoder=DINOv22026.05 | 4.06 | 3.93 | 5.76 | |
| Best Axis PCAEncoder=DINOv32026.05 | 4.29 | 5.39 | 7.21 | |
| Best Axis PCAEncoder=DINOv22026.05 | 4.31 | 6.87 | 7.77 | |
| WPLSEncoder=SAM32026.05 | 6.32 | 14.11 | 16.08 | |
| WPLSEncoder=MedSAM22026.05 | 6.65 | 17.99 | 25.4 | |
| PCA3DEncoder=MedSAM22026.05 | 8.31 | 37.34 | 37.86 | |
| PCA3DEncoder=SAM32026.05 | 8.49 | 23.27 | 26.22 | |
| Best Axis PCAEncoder=MedSAM22026.05 | 9.85 | 34.22 | 36.95 | |
| Best Axis PCAEncoder=SAM32026.05 | 11.37 | 29.71 | 30.65 | |
| AnatomixEncoder=None2026.05 | 18.62 | 20.91 | 27.31 | |
| Anatomix+MINDEncoder=None2026.05 | 23.46 | 26 | 28.89 | |
| MINDEncoder=None2026.05 | 55.9 | 55.66 | 57.67 |