2D Brain Tissues Registration on OASIS 2D Brain MRI 1
0.83DSCDySNet-X
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DySNet-XArchitecture=Transformer2025.12 | 0.83 | 0.9 | |
| SACBArchitecture=CNN2025.12 | 0.825 | 0.92 | |
| TransMorphArchitecture=CNN+Transformer2025.12 | 0.823 | 0.94 | |
| Swin-VMArchitecture=Transformer2025.12 | 0.822 | 0.77 | |
| DySNet-MArchitecture=Transformer2025.12 | 0.822 | 0.79 | |
| ModeTArchitecture=Transformer2025.12 | 0.819 | 0.81 | |
| VoxelMorphArchitecture=CNN2025.12 | 0.786 | 0.17 | |
| XMorpherArchitecture=Transformer2025.12 | 0.765 | 0.8 | |
| LKU-NetArchitecture=CNN2025.12 | 0.695 | 0.01 | |
| InitialArchitecture=N/A2025.12 | 0.621 | — | |
| ViT-V-NetArchitecture=CNN+Transformer2025.12 | 0.491 | 0.79 |