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ResearchFormerly WizWand

Deformable Registration on HCP T2w–T1w (test)

79.7DiceWPLS
53.80460.52767.2573.973May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
WPLSEncoder=MedSAM22026.0579.71.9120.094
MINDEncoder=None, Evaluation Protocol=GICA2026.0579.41.9340.067
Anatomix+MINDEncoder=None, Evaluation Protocol=GICA2026.0579.41.9330.071
WPLS+MINDEncoder=DINOv2, Evaluation Protocol=Pair-Fit + GICA2026.0579.41.9280.062
MINDEncoder=-2026.0579.41.9340.067
Axial+MINDEncoder=DINOv3, Evaluation Protocol=Pair-Fit + GICA2026.0578.91.9550.047
WPLS+MINDEncoder=MedSAM2, Evaluation Protocol=Pair-Fit + GICA2026.0578.81.9720.045
WPLS+MINDEncoder=SAM3, Evaluation Protocol=Pair-Fit + GICA2026.0578.81.970.043
PCA3D+MINDEncoder=DINOv3, Evaluation Protocol=Pair-Fit + GICA2026.0578.71.9670.044
WPLS+MINDEncoder=DINOv3, Evaluation Protocol=Pair-Fit + GICA2026.0578.71.9620.038
PCA3D+MINDEncoder=MedSAM2, Evaluation Protocol=Pair-Fit + GICA2026.0578.71.980.045
Axial+MINDEncoder=MedSAM2, Evaluation Protocol=Pair-Fit + GICA2026.0578.41.9960.039
WPLSEncoder=DINOv22026.0578.41.970.061
Axial+MINDEncoder=SAM3, Evaluation Protocol=Pair-Fit + GICA2026.0578.12.0450.044
PCA3D+MINDEncoder=SAM3, Evaluation Protocol=Pair-Fit + GICA2026.0577.52.0880.038
WPLSEncoder=DINOv32026.0577.22.0690.05
Axial+MINDEncoder=DINOv2, Evaluation Protocol=Pair-Fit + GICA2026.0577.12.1010.048
PCA3D+MINDEncoder=DINOv2, Evaluation Protocol=Pair-Fit + GICA2026.0576.42.1020.052
WPLSEncoder=SAM32026.0576.12.2440.077
PCA3DEncoder=DINOv22026.0574.92.1880.055
AxialEncoder=DINOv22026.0574.22.2780.058
AnatomixEncoder=-2026.0573.62.3450.046
PCA3DEncoder=DINOv32026.0573.12.3910.049
AxialEncoder=DINOv32026.0572.22.4770.051
AxialEncoder=SAM32026.0565.73.2840.056
AxialEncoder=MedSAM22026.0564.53.3020.077
PCA3DEncoder=MedSAM22026.0563.63.560
PCA3DEncoder=SAM32026.0561.73.5730.046
InitialEncoder=None, Evaluation Protocol=None2026.0554.84.864—
InitialEncoder=-2026.0554.84.864—