BraTS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BraTS 2017 (test)
88.6Score (ET)
10
BraTS 2019
0.334Training Time (s/iter)
10
BRATS 2013 (leaderboard)
84Dice Complete
10
BraTS MRI (test)
91.56WT Dice
10
BraTS 5% labeled setting 2019
80.1Dice Score
9
BraTS 4-shot
89.1I-F1
9
BraTS 2-shot
89.2I-F1
9
BraTS 1-shot
88.9F1 Score
9
BraTS (val)
91.27DSC (WT)
9
BraTS T2f→T1c
82.4Dice TC
9
BraTS T1c→T2f
63.1Dice Score (TC)
9
BraTS T2w→T1n
62.8Dice TC
9
BraTS T1n→T2w
61.9DICE TC
9
BraTS MT-Noise 2021
4.4ET HD95
9
BraTS SFDA-Noise 2021
4.81ET HD95
9
BraTS Brain 2021 (test)
98.34AUROC
9
BraTS 2019 (train)
85.13Dice
9
BraTS (Brain Tumor Segmentation) 2020 (5-fold cross-validation)
76.65Dice Score (Mean)
9
BraTS
88.98mIoU @ 10
9
BraTS 50% labels (val)
84.8Sensitivity
9
BraTS full labels (cross-validation)
92Sensitivity
9
BRATS 2015 (train)
90.1DSC Whole
9
BraTS20
25.48PSNR (dB)
8
BraTS-GLI T2w
99.8AUROC
8
BraTS-METS T1w
100AUROC
8