Medical Image Registration on LiTS (test)
90.47Dice ScoreMorphSeek
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MorphSeekBackbone=NICE-Trans, Steps=6/3, Supervision=weakly supervised2025.11 | 90.47 | 16 | |
| MorphSeekBackbone=TransMorph, Steps=6/3, Supervision=weakly supervised2025.11 | 90.11 | 16 | |
| CorrMLPSupervision=weakly supervised2025.11 | 89.22 | 25 | |
| MorphSeekBackbone=VoxelMorph-L, Steps=6/3, Supervision=weakly supervised2025.11 | 88.99 | 24 | |
| RIIRSteps=12, Supervision=weakly supervised2025.11 | 88.95 | 33 | |
| NICE-TransSupervision=weakly supervised2025.11 | 88.42 | 17 | |
| TransMorphSupervision=weakly supervised2025.11 | 88.31 | 46 | |
| WarpDDF+RegCutSupervision=weakly supervised2025.11 | 85.57 | 61 | |
| VoxelMorph-LSupervision=weakly supervised2025.11 | 84.97 | 73 | |
| SyNCPU time [s]=47.47 ± 0.00, Objective Function=Normalized cross-correlation (CC), Multi-resolution schedule=(60, 40, 20)2025.11 | 79.13 | 0 | |
| deedsBCVCPU time [s]=31.52 ± 0.02, Objective Function=Self-similarity context (SSC), Grid spacing=8 × 7 × 6 × 5 × 4, Search-radius=8 × 7 × 6 × 5 × 4, Quantization-step pyramids=5 × 4 × 3 × 2 × 12025.11 | 77.14 | 19 | |
| SPACSteps=20, Supervision=weakly supervised2025.11 | 75.38 | — | |
| Only AffineSupervision=none2025.11 | 60.21 | — |