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Benchmarks
2D Brain Tissues Registration on OASIS 2D Brain MRI 1
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0.83
DSC
DySNet-X
0.47744
0.56897
0.6605
0.75203
Dec 22, 2025
DSC
|Jϕ| Error
Updated 4d ago
Evaluation Results
Method
Method
Links
DSC
|Jϕ| Error
DySNet-X
Architecture=Transformer
2025.12
0.83
0.9
SACB
Architecture=CNN
2025.12
0.825
0.92
TransMorph
Architecture=CNN+Trans...
2025.12
0.823
0.94
Swin-VM
Architecture=Transformer
2025.12
0.822
0.77
DySNet-M
Architecture=Transformer
2025.12
0.822
0.79
ModeT
Architecture=Transformer
2025.12
0.819
0.81
VoxelMorph
Architecture=CNN
2025.12
0.786
0.17
XMorpher
Architecture=Transformer
2025.12
0.765
0.8
LKU-Net
Architecture=CNN
2025.12
0.695
0.01
Initial
Architecture=N/A
2025.12
0.621
-
ViT-V-Net
Architecture=CNN+Trans...
2025.12
0.491
0.79
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