Image Registration on OASIS
90.05DicetextSCF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| textSCF2023.11 | 90.05 | 1.22 | 0.39 | — | — | — | |
| im2grid2023.11 | 89.35 | 1.24 | 0.23 | — | — | — | |
| TransMorph + MorphSeekSteps=3/62025.11 | 88.89 | — | — | 0.06 | — | — | |
| LKU-Net2023.11 | 88.61 | 1.26 | 0.52 | — | — | — | |
| RIIRSteps=12 steps2025.11 | 87.76 | — | — | 0.12 | — | — | |
| TM-TVF2023.11 | 87.06 | 1.39 | 0.1 | — | — | — | |
| TransMorph2023.11 | 86.2 | 1.43 | 0.13 | — | — | — | |
| LapIRN2023.11 | 86.1 | 1.51 | 0.07 | — | — | — | |
| Fourier-Net2023.11 | 86.04 | 1.37 | 0.48 | — | — | — | |
| VoxelMorph2023.11 | 84.7 | 1.55 | 0.13 | — | — | — | |
| LapIRN-dispStage=stage32025.11 | 84.52 | — | — | 3.13 | — | — | |
| DrivenMorphTime(s)=0.38, Param(M)=6.23, FLOPs(G)=151.82026.06 | 80.68 | 1.514 | — | — | 0.66 | 0 | |
| GroupMorphTime(s)=0.46, Param(M)=1.37, FLOPs(G)=237.32026.06 | 80.56 | 1.531 | — | — | 0.689 | 0.0001 | |
| TransMorphTime(s)=0.19, Param(M)=46.69, FLOPs(G)=713.52026.06 | 79.87 | 1.571 | — | — | 0.716 | 0.0002 | |
| LapIRN-diffStage=stage32025.11 | 79.7 | — | — | 0.09 | — | — | |
| XMorpherTime(s)=1.62, Param(M)=14.80, FLOPs(G)=13552026.06 | 78.53 | 1.61 | — | — | 0.753 | 0.0002 | |
| Vit-V-NetTime(s)=0.33, Param(M)=110.6, FLOPs(G)=10502026.06 | 78.05 | 1.601 | — | — | 0.733 | 0.0002 | |
| VoxelMorphTime(s)=0.14, Param(M)=1.10, FLOPs(G)=512.52026.06 | 77.34 | 1.696 | — | — | 0.812 | 0.0003 | |
| ElasticDemonsTime(s)=25.162026.06 | 76.85 | 2.452 | — | — | 0.858 | 0 | |
| SyNTime(s)=21.732026.06 | 76.67 | 2.469 | — | — | 0.865 | 0 | |
| Initialstatus=before registration2023.11 | 57.18 | 3.83 | — | — | — | — | |
| Initial2026.06 | 55.7 | 3.54 | — | — | 1.783 | — |