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Benchmarks
3D Brain Tissues Registration on CANDI 3D Brain MRI
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79.7
DSC (%)
DySNet-M
64.62
68.535
72.45
76.365
Dec 22, 2025
DSC (%)
Jacobian Determinant Distortion (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
DSC (%)
Jacobian Determinant Distortion (%)
DySNet-M
Architecture=Transformer
2025.12
79.7
-
SACB
Architecture=CNN
2025.12
78.9
-
DySNet-X
Architecture=Transformer
2025.12
77.8
-
ModeT
Architecture=Transformer
2025.12
77.4
-
ViT-V-Net
Architecture=CNN+Trans...
2025.12
76.8
-
VoxelMorph
Architecture=CNN
2025.12
75.9
-
LKU-Net
Architecture=CNN
2025.12
73.6
-
TransMorph
Architecture=CNN+Trans...
2025.12
71.7
-
XMorpher
Architecture=Transformer
2025.12
71.2
-
Initial
Architecture=N/A
2025.12
65.5
-
Swin-VM
Architecture=Transformer
2025.12
65.2
-
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