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Papers Benchmarks Datasets Tasks

Brain MRI registration research benchmarks · SOTA2 Research

Brain MRI registration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IXI atlas-to-patient

TransMorph-bspl

0.761DSC

18

Feb 26, 2026

JHU inter-patient

74.5DSC

18

Feb 26, 2026

OASIS Learn2Reg challenge task 3 2021 (val)

TransMorph-Large

86.2DSC

14

Feb 26, 2026

60.6DSC

8

Jun 24, 2026

68.3Dice (Cortical)

7

Feb 26, 2026

69.8Dice (cortical)

7

Feb 26, 2026

OASIS Learn2Reg challenge task 3 2021 (test)

82DSC

6

Feb 26, 2026

In-house T1-weighted brain MRI scans (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

IXI OASIS In-house T1-weighted brain MRI scans JHU OASIS & ADNI

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