Deformable Registration on ACDC (test)
89.61DiceMemWarp
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MemWarpType=Semi-supervised2024.07 | 89.61 | 3.93 | — | — | 89.3 | 86.49 | 93.04 | 0.149 | |
| DDIRType=Weakly-supervised2024.07 | 88.03 | 9.91 | — | — | 90.02 | 85.47 | 87.61 | 0.121 | |
| VoxelMorph-mtuning=medium2023.06 | 87.47 | 1.29 | 0.42 | 0.67 | — | — | — | — | |
| GSMorph2023.06 | 87.45 | 1.34 | 0.31 | 0.87 | — | — | — | — | |
| VoxelMorph-stuning=small2023.06 | 86.69 | 1.3 | 0.39 | 2.01 | — | — | — | — | |
| Demons2023.06 | 85.38 | 1.67 | 0.46 | 1.31 | — | — | — | — | |
| GS-PCGradGradient Surgery=PCGrad2023.06 | 84.59 | 1.62 | 0.51 | 0.11 | — | — | — | — | |
| Slicer NetworkType=Semi-supervised2024.07 | 83.68 | 6.1 | — | — | 84.94 | 77.97 | 88.12 | 0.099 | |
| HyperMorph2023.06 | 83.44 | 1.75 | 0.47 | 1.6 | — | — | — | — | |
| LKU-NetType=Semi-supervised2024.07 | 83.08 | 6.43 | — | — | 84.59 | 77.24 | 87.39 | 0.099 | |
| VoxelMorph-ltuning=large2023.06 | 82.12 | 1.87 | 0.59 | 0.1 | — | — | — | — | |
| VoxelMorphType=Semi-supervised2024.07 | 81.34 | 6.87 | — | — | 82.03 | 75.35 | 86.64 | 0.082 | |
| TransMorphType=Semi-supervised2024.07 | 81.08 | 7.51 | — | — | 81.73 | 75.27 | 86.23 | 0.091 | |
| Slicer NetworkType=Unsupervised2024.07 | 79.52 | 8.21 | — | — | 77.83 | 76.8 | 83.93 | 0.044 | |
| SyN2023.06 | 79.28 | 2.24 | 0.65 | 0.3 | — | — | — | — | |
| LapWarpType=Unsupervised2024.07 | 77.25 | 9.23 | — | — | 75.86 | 73.92 | 81.99 | 0.074 | |
| LKU-NetType=Unsupervised2024.07 | 76.53 | 9.13 | — | — | 74.25 | 73.23 | 82.12 | 0.049 | |
| VoxelMorphType=Unsupervised2024.07 | 75.26 | 9.33 | — | — | 73.1 | 71.8 | 80.88 | 0.044 | |
| TransMorphType=Unsupervised2024.07 | 74.97 | 9.44 | — | — | 73.08 | 71.49 | 80.34 | 0.045 | |
| BsplineType=Traditional2024.07 | 74.36 | 11.18 | — | — | 72.18 | 71.68 | 79.22 | 0.03 | |
| DemonsType=Traditional2024.07 | 72.37 | 11.46 | — | — | 70.85 | 69.34 | 76.93 | 0.031 | |
| ANTSType=Traditional2024.07 | 71.04 | 13.15 | — | — | 68.61 | 67.53 | 76.96 | 0.056 | |
| GS-AgrGradient Surgery=Agreement2023.06 | 63.4 | 4.2 | 1.33 | 0 | — | — | — | — | |
| Initialconfiguration=No deformation2023.06 | 61.81 | 4.4 | 1.58 | — | — | — | — | — | |
| Initial2024.07 | 58.14 | 11.95 | — | — | 64.5 | 48.33 | 61.6 | — |