Our new X account is live! Follow @wizwand_team for updates

Medical Image Registration

Benchmarks

Dataset Name	SOTA Method	Metric
IXI (test)	TransMorph	Dice0.76	24	4d ago
XCAT to-CT	TransMorph	DSC60.4	19	4d ago
OASIS/IXI T1 → T2c (test)		J_phi Regularity (%) <= 00.199	12	4d ago
OASIS/IXI T1 → T2b (test)		Percent J_phi <= 00	12	4d ago
OASIS/IXI T1 → T2a (test)		J_phi Regularity Percentage (<= 0)0	12	4d ago
LPBA	LGANet++	DSC73.52	11	4d ago
IXI (val)	TransMorph-L	Dice Score75.3	11	4d ago
OASIS external (test)	LGANet++	DSC76.7	10	4d ago
IXI Head MRI T2-PD (test)	Locor	TRE0.17	9	4d ago
Learn2Reg Abdomen MRI-CT 2021 (test)		Dice Score90	9	4d ago
CERMEP-IDB-MRXFDG Head MRI-CT (test)	Locor	MAE65.18	8	4d ago
HeadNeck CT (inter- and intra-subject)	SAMConvex + IO	DSC (13 Structures)63.72	8	4d ago
Abdomen CT inter- and intra-subject	SAMConvex + IO	DSC 1351.17	8	4d ago
Private Dataset (test)	LDRNet	Mean Dice72.88	7	4d ago
Anatomical Brain Structures (subject-to-subject)	Polaffini-polyaff	Freq 1st Rank (Sub-cortical)98.38	6	4d ago
Anatomical Brain Structures (subject-to-template)	Polaffini-polyaff	1st Rank Freq (Sub-cortical)96.99	6	4d ago
Lung CT (inter- and intra-subject)	SAMConvex + IO	DSC81.61	6	4d ago
SegTHOR (test)	RCN	Heart Dice Score84.61	5	4d ago
Data-4 Liver CT TCIA (post-registration overlap)		Dice Score97.24	4	4d ago
Data-3 Cardiac CT TCIA (post-registration overlap)	DL Reg (F-R)	Dice Score97.55	4	4d ago
Data-2 Abdomen CT post-registration overlap TCIA	DL KD Reg (F-R-KD)	Dice Score0.9744	4	4d ago
Data-1 Thorax CT TCIA (post-registration overlap)	DL KD Reg (F-R-KD)	Dice Score99.28	4	4d ago
MR-Cardiac (intra-subject)	SAMReg	Dice Score80.28	4	4d ago
MR-Prostate (inter-subject)	LabelReg	Dice0.7732	4	4d ago
Cortex	Deep-learning non-linear registration	Cohen's d3.019	3	4d ago

Showing 25 of 31 rows