Image Registration on Buckner dataset
63.5DSCMLPMorph
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLPMorphArchitecture Type=Full-resolution MLP, CPU (s)=5.12, GPU (s)=0.262023.11 | 63.5 | 1.772 | |
| TransMatchArchitecture Type=Hybrid CNN-Transformer, CPU (s)=4.19, GPU (s)=0.182023.11 | 62 | 1.804 | |
| TransMorphArchitecture Type=Hybrid CNN-Transformer, CPU (s)=4.84, GPU (s)=0.232023.11 | 61.5 | 2.085 | |
| LKU-NetArchitecture Type=CNN-based, CPU (s)=4.34, GPU (s)=0.192023.11 | 61.4 | 2.036 | |
| Swin-VoxelMorphArchitecture Type=Transformer-based, CPU (s)=5.96, GPU (s)=0.342023.11 | 61.4 | 1.869 | |
| VoxelMorphArchitecture Type=CNN-based, CPU (s)=3.88, GPU (s)=0.162023.11 | 59.5 | 2.229 | |
| MLP-MixerArchitecture Type=MLP-based, CPU (s)=4.43, GPU (s)=0.202023.11 | 58.9 | 2.026 | |
| Before registration2023.11 | 40.6 | — |