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Brain tumor MRI classification research benchmarks · SOTA2 Research

Brain tumor MRI classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Agglomerative clustering with softmax

98.95Accuracy

9

Mar 10, 2026

BRISC 2025 (test)

0.993Precision

5

Jun 2, 2026

Brain Tumor MRI

ViT-B/16 + CLAHE + MixUp/CutMix

99.29Accuracy

5

Jun 11, 2026

Brain Tumor MRI 3 classes

98.15Accuracy

5

Jun 18, 2026

Brain Tumor MRI 3,064 images

GoogleNet + SVM

97.1Accuracy

3

Apr 24, 2026

99.38Accuracy

3

Jun 2, 2026

—

—Primary metric

0

Feb 26, 2026

BRATS 2015–18

—

—Primary metric

0

Feb 26, 2026

BRATS 2020–23

—

—Primary metric

0

Feb 26, 2026

BRATS 2019–21

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

BraTS Brain Tumor MRI Br35H Kaggle MRI Figshare

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