Medical Image Registration

Benchmarks

Dataset Name	SOTA Method	Metric
IXI (test)	TransMorph	Dice0.76	24	3mo ago
XCAT to-CT	TransMorph	DSC60.4	19	3mo ago
Abdomen CT Learn2Reg	UniReg (MLP)	DSC (13 structures)55.32	13	9d ago
Chest CT	UniReg (C2F)	DSC (35)56.69	13	9d ago
LiTS (test)	MorphSeek	Dice Score90.47	13	2mo ago
Liver CT	UniReg (C2F)	DSC287.08	12	9d ago
HeadNeck CT	UniReg (C2F)	DSC4057.04	12	9d ago
OASIS/IXI T1 → T2c (test)		J_phi Regularity (%) <= 00.199	12	3mo ago
OASIS/IXI T1 → T2b (test)		Percent J_phi <= 00	12	3mo ago
OASIS/IXI T1 → T2a (test)		J_phi Regularity Percentage (<= 0)0	12	3mo ago
OASIS Brain MRI (test)	UniReg (MLP)	DSC3581.97	11	9d ago
LPBA	LGANet++	DSC73.52	11	3mo ago
Learn2Reg Abdomen MRI-CT 2021 (test)		Dice Score90	11	2mo ago
IXI (val)	TransMorph-L	Dice Score75.3	11	3mo ago
OASIS external (test)	LGANet++	DSC76.7	10	3mo ago
NLST (val)	FireANTs	TRE301.18	9	3mo ago
LUMIR25 (val)	VFA-Brain-ID	Dice Coefficient0.7601	9	2mo ago
IXI Head MRI T2-PD (test)	Locor	TRE0.17	9	3mo ago
CERMEP-IDB-MRXFDG Head MRI-CT (test)	Locor	MAE65.18	8	3mo ago
HeadNeck CT (inter- and intra-subject)	SAMConvex + IO	DSC (13 Structures)63.72	8	3mo ago
Abdomen CT inter- and intra-subject	SAMConvex + IO	DSC 1351.17	8	3mo ago
Private Dataset (test)	LDRNet	Mean Dice72.88	7	3mo ago
Brain holdout (test)	VoxelMorph	Dice Score78	6	2mo ago
Pelvis holdout (test)		Dice Similarity Coefficient79	6	2mo ago
Prostate (test)	GridReg	Dice Similarity Coefficient88	6	2mo ago

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