Medical Image Registration on XCAT to-CT
60.4DSCTransMorph
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransMorph2021.11 | 60.4 | 1.679 | 91.8 | |
| TransMorph-Bayes2021.11 | 59.4 | 1.475 | 91.9 | |
| ViT-V-Net2021.11 | 58.2 | 2.109 | 91.5 | |
| TransMorph-bspl2021.11 | 57.5 | — | 90.8 | |
| deedsBCV2021.11 | 56.8 | 0.126 | 86.3 | |
| MIDIR2021.11 | 55.1 | — | 89.6 | |
| CoTr2021.11 | 55 | 1.53 | 90.5 | |
| VoxelMorph-22021.11 | 54.8 | 1.696 | 91 | |
| TransMorph-diff2021.11 | 54.1 | — | 91 | |
| nnFormer2021.11 | 53.6 | 1.371 | 90.2 | |
| VoxelMorph-12021.11 | 53.2 | 2.275 | 89.9 | |
| CycleMorph2021.11 | 52.8 | 3.263 | 90.9 | |
| VoxelMorph-diff2021.11 | 52.6 | — | 91.1 | |
| LDDMM2021.11 | 51.9 | 0.006 | 87.4 | |
| PVT2021.11 | 51.6 | 2.939 | 90 | |
| SyN2021.11 | 49.8 | 0.001 | 89.4 | |
| NiftyReg2021.11 | 48.8 | 0.025 | 88.6 | |
| Affine Transformer2021.11 | 33 | — | 75.1 | |
| w/o registration2021.11 | 22 | — | 57.6 |