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ResearchFormerly WizWand

Deformable Registration on Abdomen MR-CT (L2OCV folds)

86.8Dice ScoreAnatomix+MIND
35.3248.68562.0575.415May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Anatomix+MINDEncoder=None, Evaluation Protocol=GICA2026.0586.89.5560.155
WPLS+MINDEncoder=DINOv3, Evaluation Protocol=Pair-Fit + GICA2026.0586.39.4630.099
WPLS+MINDEncoder=SAM3, Evaluation Protocol=Pair-Fit + GICA2026.05869.3070.103
Axial+MINDEncoder=DINOv2, Evaluation Protocol=Pair-Fit + GICA2026.0585.89.9650.134
Axial+MINDEncoder=DINOv3, Evaluation Protocol=Pair-Fit + GICA2026.0585.310.1460.1
WPLS+MINDEncoder=DINOv2, Evaluation Protocol=Pair-Fit + GICA2026.0584.411.0040.139
AxialEncoder=DINOv22026.0584.111.4710.154
MINDEncoder=None, Evaluation Protocol=GICA2026.0583.913.8740.163
MINDEncoder=-2026.0583.913.8740.163
WPLSEncoder=DINOv22026.0583.911.4540.15
AxialEncoder=MedSAM22026.0583.512.4010.149
WPLS+MINDEncoder=MedSAM2, Evaluation Protocol=Pair-Fit + GICA2026.0582.912.4130.09
WPLSEncoder=DINOv32026.0582.612.0910.138
WPLSEncoder=MedSAM22026.0582.410.9670.142
PCA3DEncoder=MedSAM22026.0582.214.8780.206
PCA3D+MINDEncoder=MedSAM2, Evaluation Protocol=Pair-Fit + GICA2026.0581.812.7990.077
Axial+MINDEncoder=SAM3, Evaluation Protocol=Pair-Fit + GICA2026.0581.312.6860.085
Axial+MINDEncoder=MedSAM2, Evaluation Protocol=Pair-Fit + GICA2026.058113.5590.075
AnatomixEncoder=-2026.0580.314.0360.119
WPLSEncoder=SAM32026.0579.413.2120.145
AxialEncoder=DINOv32026.0578.116.7980.15
AxialEncoder=SAM32026.0577.817.2230.141
PCA3D+MINDEncoder=DINOv3, Evaluation Protocol=Pair-Fit + GICA2026.0573.920.1150.106
PCA3D+MINDEncoder=SAM3, Evaluation Protocol=Pair-Fit + GICA2026.0570.626.9740.1
PCA3DEncoder=DINOv22026.0570.322.7120.164
PCA3D+MINDEncoder=DINOv2, Evaluation Protocol=Pair-Fit + GICA2026.0568.425.9040.146
PCA3DEncoder=DINOv32026.0566.226.160.127
PCA3DEncoder=SAM32026.056130.9340.163
InitialEncoder=None, Evaluation Protocol=None2026.0537.340.347—
InitialEncoder=-2026.0537.340.347—