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Papers Benchmarks Datasets Tasks

Brain Segmentation research benchmarks · SOTA2 Research

Brain Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IBIS-subcort one-shot

Local Spatiotemporal Representation Learning

4.26ASPC

19

Feb 26, 2026

OASIS3 one-shot

Local Spatiotemporal Representation Learning

2.729ASPC

10

Feb 26, 2026

IBIS-wmgm one-shot

Local Spatiotemporal Representation Learning

67.6mIoU

9

Feb 26, 2026

97.88Jaccard (Mean)

8

Feb 26, 2026

Freesurfer maintenance FLASH 30°

79.9Dice Score

7

Apr 23, 2026

Freesurfer maintenance FLASH 20°

79.5Dice Score

7

Apr 23, 2026

Freesurfer maintenance FLASH 5°

78.9Dice Coefficient

7

Apr 23, 2026

Freesurfer maintenance FLASH 3°

80.4Dice Score

7

Apr 23, 2026

Buckner39 MPRAGE

Supervised UNet

94.1Dice Score

7

Apr 23, 2026

97.3DSC

4

Feb 26, 2026

97.8DSC

4

Feb 26, 2026

97DSC

4

Feb 26, 2026

Popular datasets

Freesurfer maintenance IXI OASIS IBSR Buckner

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