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Brain MRI Segmentation research benchmarks · SOTA2 Research

Brain MRI Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Brain MRI scans 100 (test)

Supervised (upper bound)

84.9Dice Score

7

Feb 26, 2026

T2 Aneurysms D11 (test)

47.26DSC

6

Feb 26, 2026

BRATS24 Africa (D10) (test)

nnU-Net (No Dyn.)

93.07DSC

6

Feb 26, 2026

HNTS-MRG24 D9 (test)

68.62DSC

6

Feb 26, 2026

Hanseg D8 (test)

0.625DSC

6

Feb 26, 2026

ISLES22 D7 (test)

79.7DSC

6

Feb 26, 2026

Cosmos22 D6 (test)

80.09DSC

6

Feb 26, 2026

CrossModa D5 (test)

nnU-Net (No Dyn.)

85.64DSC

6

Feb 26, 2026

Atlas D4 22 (test)

66.95DSC

6

Feb 26, 2026

Hippocampus D3 (test)

89.6DSC

6

Feb 26, 2026

Brain Mets D2 (test)

65.39DSC

6

Feb 26, 2026

MS FLAIR D1 (test)

60.35DSC

6

Feb 26, 2026

Attentive Symmetric Autoencoder

94.03Dice WT

6

Feb 26, 2026

BCP50 Cross-Age (test)

71Dice

3

Feb 26, 2026

BCP50, MCRIB10, ECHO5 Cross-Site (test)

73.6Dice Coefficient

3

Feb 26, 2026

BCP50 Cross-Sequence (test)

69.9Dice

3

Feb 26, 2026

Popular datasets

BraTS BCP50 Hippocampus ATLAS Brain MRI scans

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