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Image Registration On Unpaired Abdomen Ct

Metrics

ASD
DSC

Results

Performance results of various models on this benchmark

Model Name
ASD
DSC
Paper TitleRepository
RAN4+6.510.617Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration
Chatgpt+SVD-0.5763Spatially Covariant Image Registration with Text Prompts-
Dnet8.720.47Recursive Deformable Image Registration Network with Mutual Attention-
CLIP+SVD+ResNet-0.6001Spatially Covariant Image Registration with Text Prompts-
RMAn7.780.55Recursive Deformable Image Registration Network with Mutual Attention-
RAN37.70.54Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration
CLIP+SVD+ViT-0.6075Spatially Covariant Image Registration with Text Prompts-
CLIP+ViT-0.5933Spatially Covariant Image Registration with Text Prompts-
SAME++-0.4927SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation-
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Image Registration On Unpaired Abdomen Ct | SOTA | HyperAI