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ResearchFormerly WizWand

Shape Completion on MedShapeNet (test)

84.19Dice ScoreGenMed
33.146846.398459.6572.9016May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GenMedVisual Prompt Type=Broken2026.0584.190.1310.4
GenMedVisual Prompt Type=Multiplane2026.0575.940.7510.16
GenMedVisual Prompt Type=Triplane2026.0569.741.0214.01
Input ConditioningVisual Prompt Type=Broken2026.0569.220.2112.98
Input ConditioningVisual Prompt Type=Multiplane2026.0567.660.2112.32
APGStrategy=CFG, Visual Prompt Type=Multi-Plane2026.0563.920.5912.94
Exponential ScheduleStrategy=CFG, Visual Prompt Type=Multi-Plane2026.0563.260.5512.42
ConstantStrategy=CFG, Visual Prompt Type=Multi-Plane2026.0561.190.6713.92
Rectified-CFG++Strategy=CFG, Visual Prompt Type=Multi-Plane2026.0556.931.0414.6
Linear ScheduleStrategy=CFG, Visual Prompt Type=Multi-Plane2026.0555.331.9419.02
CFG-Zero⋆Strategy=CFG, Visual Prompt Type=Multi-Plane2026.0554.442.1517.96
GenMedVisual Prompt Type=Random2026.0553.261.6118.87
GenMedVisual Prompt Type=Oneplane2026.0551.182.0821.11
Input ConditioningVisual Prompt Type=Triplane2026.0549.912.3121.29
Input ConditioningVisual Prompt Type=Oneplane2026.0542.632.7723.1
Input ConditioningVisual Prompt Type=Random2026.0535.113.8627.91