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Papers Benchmarks Datasets Tasks

BraTS dataset and benchmarks – Page 17 · SOTA2 Research

Research Datasets

BraTS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

BraTS21 (val)

88.01DSC

1

Semantic Segmentation

BraTS 2018 (test)

76.64Dice ET

1

Brain tumor MRI classification

BRATS 2015–18

—Primary metric

0

Brain tumor MRI classification

BRATS 2020–23

—Primary metric

0

Brain tumor MRI classification

BRATS 2019–21

—Primary metric

0

Brain tumor MRI classification

BRATS 2015

—Primary metric

0

Medical Image Segmentation

BraTS-Decathlon

—Primary metric

0

Page 17 of 17

Popular tasks

Brain Tumor Segmentation Medical Image Segmentation Segmentation Brain tumor classification Anomaly Detection

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