Medical Image Registration On Ixi

Metrics

DSC

Results

Performance results of various models on this benchmark

		Paper Title
LL_Net	0.767	A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration.
OFG + TransMorph	0.760	On-the-Fly Guidance Training for Medical Image Registration
TransMorph	0.744	TransMorph: Transformer for unsupervised medical image registration
OFG + ViT-V-Net	0.738	On-the-Fly Guidance Training for Medical Image Registration
OFG + VoxelMorph	0.737	On-the-Fly Guidance Training for Medical Image Registration
EfficientMorph	0.732	EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
ViT-V-Net	0.716	ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration
VoxelMorph	0.714	VoxelMorph: A Learning Framework for Deformable Medical Image Registration

0 of 8 row(s) selected.

Medical Image Registration On Ixi

Metrics

DSC

Results

Performance results of various models on this benchmark

		Paper Title
LL_Net	0.767	A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration.
OFG + TransMorph	0.760	On-the-Fly Guidance Training for Medical Image Registration
TransMorph	0.744	TransMorph: Transformer for unsupervised medical image registration
OFG + ViT-V-Net	0.738	On-the-Fly Guidance Training for Medical Image Registration
OFG + VoxelMorph	0.737	On-the-Fly Guidance Training for Medical Image Registration
EfficientMorph	0.732	EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
ViT-V-Net	0.716	ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration
VoxelMorph	0.714	VoxelMorph: A Learning Framework for Deformable Medical Image Registration

0 of 8 row(s) selected.

Medical Image Registration On Ixi | SOTA | HyperAI