HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Image Registration On Unpaired Abdomen Ct

评估指标

ASD

DSC

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
RAN4+	6.51	0.617	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+SVD+ResNet	-	0.6001	Spatially Covariant Image Registration with Text Prompts
CLIP+ViT	-	0.5933	Spatially Covariant Image Registration with Text Prompts
Chatgpt+SVD	-	0.5763	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	-
SAME++	-	0.4927	SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation
Dnet	8.72	0.47	Recursive Deformable Image Registration Network with Mutual Attention	-

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Image Registration On Unpaired Abdomen Ct | SOTA | HyperAI超神经