Deformable Image Registration on Proton radiotherapy dataset (1,222 CT scan pairs)
96.82NCC (%)Base-A-R-T
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Base-A-R-TType=Ablation, Configuration=Full Proposed Framework2026.04 | 96.82 | 0.11 | 89.13 | |
| Base-A-RType=Ablation2026.04 | 96.72 | 0.11 | 89.06 | |
| Base-AType=Ablation2026.04 | 96.64 | 0.12 | 88.74 | |
| Base-RType=Ablation2026.04 | 96.57 | 0.11 | 88.55 | |
| BaseType=Ablation2026.04 | 95.43 | 0.13 | 88.34 | |
| CorrMLPType=Comparison2026.04 | 94.71 | 0.11 | 86.79 | |
| SPRType=Comparison2026.04 | 93.67 | 0.11 | 85.89 | |
| TransMorphType=Comparison2026.04 | 90.1 | 0.3 | 78.99 | |
| VoxelMorphType=Comparison2026.04 | 85.92 | 0.53 | 79.7 | |
| AnatomixType=Comparison2026.04 | 80.2 | 0.89 | 71 |