Volumetric Image Registration on Abdominal Dataset 42 (test)
58.77DiceRDP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RDPType=Learning-based Methods (Semi-supervised), Remarks=Channels 162025.06 | 58.77 | 20.07 | 0.22 | — | |
| VoxelOptType=Iterative Methods, Remarks=6 iterations, k = 12025.06 | 58.51 | 18.54 | 0.21 | — | |
| CorrMLPType=Learning-based Methods (Semi-supervised), Remarks=Enc 8, Dec 162025.06 | 56.58 | 20.4 | 0.16 | — | |
| DeedsType=Iterative Methods, Remarks=MIND+NCC2025.06 | 53.57 | 20.08 | 0.12 | 110.1 | |
| NODEOType=Iterative Methods, Remarks=300 iterations2025.06 | 51.75 | 22.6 | 0.15 | 18.5 | |
| CorrMLPType=Learning-based Methods (Unsupervised), Remarks=Enc 8, Dec 162025.06 | 51.01 | 22.8 | 0.13 | — | |
| RDPType=Learning-based Methods (Unsupervised), Remarks=Channels 162025.06 | 50.91 | 22.88 | 0.14 | — | |
| ConvexAdamType=Iterative Methods, Remarks=80 iterations2025.06 | 50.23 | 22.6 | 0.13 | 7 | |
| VoxelMorphType=Learning-based Methods (Semi-supervised), Remarks=Start channels 322025.06 | 47.05 | 23.08 | 0.13 | — | |
| PRIVATEType=Iterative Methods, Remarks=500 iterations2025.06 | 45.49 | 24.11 | 0.13 | 7.1 | |
| FourierNetType=Learning-based Methods (Semi-supervised), Remarks=Start channels 322025.06 | 42.8 | 22.95 | 0.13 | — | |
| VoxelMorphType=Learning-based Methods (Unsupervised), Remarks=Start channels 322025.06 | 41.9 | 25.97 | 0.12 | — | |
| FourierNetType=Learning-based Methods (Unsupervised), Remarks=Start channels 322025.06 | 41.83 | 25.25 | 0.11 | — | |
| CCINRType=Iterative Methods, Remarks=2500 iterations2025.06 | 39.07 | 24.09 | 0.21 | 77.1 | |
| Ants SyNType=Iterative Methods, Remarks=Affine+Deform2025.06 | 37.02 | 25.48 | 0.07 | 22.6 | |
| Initial2025.06 | 30.86 | 29.77 | — | — |