Shape Completion on MedShapeNet (test)
84.19Dice ScoreGenMed
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GenMedVisual Prompt Type=Broken2026.05 | 84.19 | 0.13 | 10.4 | |
| GenMedVisual Prompt Type=Multiplane2026.05 | 75.94 | 0.75 | 10.16 | |
| GenMedVisual Prompt Type=Triplane2026.05 | 69.74 | 1.02 | 14.01 | |
| Input ConditioningVisual Prompt Type=Broken2026.05 | 69.22 | 0.21 | 12.98 | |
| Input ConditioningVisual Prompt Type=Multiplane2026.05 | 67.66 | 0.21 | 12.32 | |
| APGStrategy=CFG, Visual Prompt Type=Multi-Plane2026.05 | 63.92 | 0.59 | 12.94 | |
| Exponential ScheduleStrategy=CFG, Visual Prompt Type=Multi-Plane2026.05 | 63.26 | 0.55 | 12.42 | |
| ConstantStrategy=CFG, Visual Prompt Type=Multi-Plane2026.05 | 61.19 | 0.67 | 13.92 | |
| Rectified-CFG++Strategy=CFG, Visual Prompt Type=Multi-Plane2026.05 | 56.93 | 1.04 | 14.6 | |
| Linear ScheduleStrategy=CFG, Visual Prompt Type=Multi-Plane2026.05 | 55.33 | 1.94 | 19.02 | |
| CFG-Zero⋆Strategy=CFG, Visual Prompt Type=Multi-Plane2026.05 | 54.44 | 2.15 | 17.96 | |
| GenMedVisual Prompt Type=Random2026.05 | 53.26 | 1.61 | 18.87 | |
| GenMedVisual Prompt Type=Oneplane2026.05 | 51.18 | 2.08 | 21.11 | |
| Input ConditioningVisual Prompt Type=Triplane2026.05 | 49.91 | 2.31 | 21.29 | |
| Input ConditioningVisual Prompt Type=Oneplane2026.05 | 42.63 | 2.77 | 23.1 | |
| Input ConditioningVisual Prompt Type=Random2026.05 | 35.11 | 3.86 | 27.91 |