Medical Image Registration On Ixi
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 |
|---|---|---|---|
| LL_Net | 0.767 | A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration. | - |
| OFG + TransMorph | 0.760 | On-the-Fly Guidance Training for Medical Image Registration | |
| OFG + ViT-V-Net | 0.738 | On-the-Fly Guidance Training for Medical Image Registration | |
| TransMorph | 0.744 | TransMorph: Transformer for unsupervised medical image registration | |
| VoxelMorph | 0.714 | VoxelMorph: A Learning Framework for Deformable Medical Image Registration | |
| OFG + VoxelMorph | 0.737 | On-the-Fly Guidance Training for Medical Image Registration | |
| ViT-V-Net | 0.716 | ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration | |
| EfficientMorph | 0.732 | EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration |
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