SOTA Medical Image Registration benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
IXI (test)	TransMorph	Dice0.76	24	1mo ago
XCAT to-CT	TransMorph	DSC60.4	19	1mo ago
LiTS (test)	MorphSeek	Dice Score90.47	13	1mo ago
OASIS/IXI T1 → T2c (test)		J_phi Regularity (%) <= 00.199	12	1mo ago
OASIS/IXI T1 → T2b (test)		Percent J_phi <= 00	12	1mo ago
OASIS/IXI T1 → T2a (test)		J_phi Regularity Percentage (<= 0)0	12	1mo ago
LPBA	LGANet++	DSC73.52	11	1mo ago
Learn2Reg Abdomen MRI-CT 2021 (test)		Dice Score90	11	1mo ago
IXI (val)	TransMorph-L	Dice Score75.3	11	1mo ago
OASIS external (test)	LGANet++	DSC76.7	10	1mo ago
NLST (val)	FireANTs	TRE301.18	9	1mo ago
LUMIR25 (val)	VFA-Brain-ID	Dice Coefficient0.7601	9	19d ago
IXI Head MRI T2-PD (test)	Locor	TRE0.17	9	1mo ago
CERMEP-IDB-MRXFDG Head MRI-CT (test)	Locor	MAE65.18	8	1mo ago
HeadNeck CT (inter- and intra-subject)	SAMConvex + IO	DSC (13 Structures)63.72	8	1mo ago
Abdomen CT inter- and intra-subject	SAMConvex + IO	DSC 1351.17	8	1mo ago
Private Dataset (test)	LDRNet	Mean Dice72.88	7	1mo ago
Brain holdout (test)	VoxelMorph	Dice Score78	6	1mo ago
Pelvis holdout (test)		Dice Similarity Coefficient79	6	1mo ago
Prostate (test)	GridReg	Dice Similarity Coefficient88	6	1mo ago
Anatomical Brain Structures (subject-to-subject)	Polaffini-polyaff	Freq 1st Rank (Sub-cortical)98.38	6	1mo ago
Anatomical Brain Structures (subject-to-template)	Polaffini-polyaff	1st Rank Freq (Sub-cortical)96.99	6	1mo ago
Lung CT (inter- and intra-subject)	SAMConvex + IO	DSC81.61	6	1mo ago
SegTHOR (test)	RCN	Heart Dice Score84.61	5	1mo ago
Multi-center Brain MRI dataset (test)	CICTM	SSIM85.85	4	25d ago

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