Medical Image Registration On Oasis
評価指標
DSC
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | DSC | Paper Title | Repository |
|---|---|---|---|
| OFG + TransMorph | 0.818 | On-the-Fly Guidance Training for Medical Image Registration | |
| OFG + ViT-V-Net | 0.809 | On-the-Fly Guidance Training for Medical Image Registration | |
| OFG + VoxelMorph | 0.794 | On-the-Fly Guidance Training for Medical Image Registration | |
| Fourier-Net | - | Fourier-Net: Fast Image Registration with Band-limited Deformation | |
| EfficientMorph | - | EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration | |
| ViT-V-Net | 0.794 | ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration | |
| VoxelMorph | 0.788 | VoxelMorph: A Learning Framework for Deformable Medical Image Registration | |
| TransMorph | 0.818 | TransMorph: Transformer for unsupervised medical image registration |
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