Brain Tissue Segmentation research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

iSeg 2019 (test)

DuMeta++

96.65Dice (CSF)

Feb 26, 2026

ADNI (test)

DuMeta++

99Dice Coefficient (CSF)

Feb 26, 2026

MRBrainS 2013 (test)

HyperDenseNet

86.33GM DSC

Feb 26, 2026

HCP

S2DNets

85.03Dice (%)

Feb 26, 2026

iSEG challenge 2017 (test)

EarlyFusion_Ensemble

96CSF DSC

Feb 26, 2026

ADNI Longitudinal (test)

DuMeta++

93.93STCS (CSF)

Feb 26, 2026

MRBrainS challenge (test)

HyperDenseNet

0.849Mean DSC (CSF)

Feb 26, 2026

Brain MRI

Ours

92.17Mean Dice (CSF)

Jun 2, 2026

IBSR (val)

IF-UNet

99.12Accuracy

Feb 26, 2026

Multi-site Brain MRI Set-D T1-weighted MRI (test)

U-Net

0.943Dice Coefficient

Feb 26, 2026

Multi-site Brain MRI Set-C T1-weighted MRI (test)

U-Net

95.4Dice Coefficient

Feb 26, 2026

Multi-site Brain MRI Set-B T1-weighted (test)

U-Net

0.942Dice Coefficient

Feb 26, 2026

Multi-site Brain MRI Set-A T1-weighted MRI (test)

U-Net

93.14Dice Coefficient

Feb 26, 2026

iSEG 2017 (First round (Top 5))

MSL_SKKU

95.8CSF DSC

Feb 26, 2026