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Brain Tumor Segmentation research benchmarks – Page 4 · SOTA2 Research

Brain Tumor Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BraTS T1CE target modality 2021 (test)

6.09Dice Score

6

Feb 26, 2026

BraTS T1 2021 (test)

0.571Dice Coefficient

6

Feb 26, 2026

BraTS T2 2021 (test)

54.2Dice

6

Feb 26, 2026

98.75Dice Score

5

Mar 10, 2026

Nine Heterogeneous Hospital Datasets (test)

0.864Dice (ET)

5

Feb 26, 2026

89.4WT Score

5

Feb 26, 2026

BraTS-Africa SSA 2023 (val)

87LW Dice (ET)

5

Feb 26, 2026

68LW Dice ET

5

Feb 26, 2026

Multi-modal brain tumor segmentation dataset (test)

0.33Latency (s)

5

Feb 26, 2026

BraTS Downsampling Factor 3 2019

86.7Dice WT

5

Feb 26, 2026

BraTS Downsampling Factor 1 2019

88.8Dice WT

5

Feb 26, 2026

BRATS 4 label 2012 (test)

82Dice (Complete)

5

Feb 26, 2026

BraTS GLI 2023 (test)

92ET Score

4

May 22, 2026

58.81Dice (T1C)

4

Feb 26, 2026

66.28Dice Score (T1C)

4

Feb 26, 2026

PED N=86 (test)

HOPE-Segmenter-Kids

93.1LW Dice ET

4

Feb 26, 2026

0.734Dice Enhanced Tumor

4

Feb 26, 2026

UTSW-Glioma (five-fold cross-val)

75.43Dice (ET)

3

Jun 16, 2026

76Dice (WT)

3

May 26, 2026

29Parameters (M)

3

Mar 6, 2026

Brain Tumor MRI Dataset

99.79DSC

3

Feb 26, 2026

FeTS Challenge BraTS (test val)

78.8WT

3

Feb 26, 2026

0.78WT Score

3

Feb 26, 2026

BRATS 2015 (test)

85Dice (Whole)

3

Feb 26, 2026

BRATS Leaderboard 2013

84Dice Whole

3

Feb 26, 2026

Page 4 of 5

Popular datasets

BraTS BraTS-Africa FeTS MSD Ped

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