HyperAI超神経

ホームニュース論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

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日本語

HyperAI超神経

Image Registration On Unpaired Abdomen Ct

評価指標

ASD

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	ASD	DSC	Paper Title	Repository
RAN4+	6.51	0.617	Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration	-
Chatgpt+SVD	-	0.5763	Spatially Covariant Image Registration with Text Prompts
Dnet	8.72	0.47	Recursive Deformable Image Registration Network with Mutual Attention	-
CLIP+SVD+ResNet	-	0.6001	Spatially Covariant Image Registration with Text Prompts
RMAn	7.78	0.55	Recursive Deformable Image Registration Network with Mutual Attention	-
RAN3	7.7	0.54	Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration	-
CLIP+SVD+ViT	-	0.6075	Spatially Covariant Image Registration with Text Prompts
CLIP+ViT	-	0.5933	Spatially Covariant Image Registration with Text Prompts
SAME++	-	0.4927	SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation

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