3D Deformable Image Registration on OASIS Brain MRI (test)
89.02Mean DiceMorphSeek
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MorphSeekBackbone=NICE-Trans, Steps=6/3, Supervision=weakly supervised2025.11 | 89.02 | 0.02 | |
| MorphSeekBackbone=TransMorph, Steps=6/3, Supervision=weakly supervised2025.11 | 88.89 | 0.06 | |
| CorrMLPSupervision=weakly supervised2025.11 | 88.35 | 0.08 | |
| RIIRSteps=12, Supervision=weakly supervised2025.11 | 87.76 | 0.12 | |
| MorphSeekBackbone=VoxelMorph-L, Steps=6/3, Supervision=weakly supervised2025.11 | 87.16 | 0.1 | |
| NICE-TransSupervision=weakly supervised2025.11 | 86.79 | 0.02 | |
| WarpDDF+RegCutSupervision=weakly supervised2025.11 | 86.64 | 0.26 | |
| TransMorphSupervision=weakly supervised2025.11 | 85.89 | 0.16 | |
| VoxelMorph-LSupervision=weakly supervised2025.11 | 84.77 | 0.15 | |
| SPACSteps=20, Supervision=weakly supervised2025.11 | 78.92 | — | |
| Only AffineSupervision=none2025.11 | 58.52 | — |