BraTS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BraTS 2021
27.79PSNR (dB)
5
BraTS 2020 (test)
26.9FID
5
BraTS T1CE sequence
97.8SSIM
5
BraTS FLAIR sequence
0.968SSIM
5
BraTS T2 sequence
97.8SSIM
5
BraTS T1 sequence
98SSIM
5
BraTS T1 → T1C
30.41PSNR
5
BraTS T2 → FLAIR
27.95PSNR
5
BraTS
86AUROC
5
BraTS 2025 (val)
2.441Ranking Metric
5
BraTS Sequence (test)
46.2Mean Dice Score
5
BraTS 2020
98.75Dice Score
5
BraTS plus UCSF-PDGM, TCGA-GBM, TCGA-LGG, and Rembrandt cohorts 2021 (test)
77.9Dice
5
BraTS T1+T2 → FLAIR
27.71PSNR
5
BraTS
0.875SSIM
5
BraTS (test)
1.5Memory Usage (GB)
5
BraTS 2020 (test)
79,826.24MSE
5
BRATS MRI t1ce 20 (train)
0.968SSIM
5
BraTS 2015
89.4WT Score
5
BraTS FLAIR to T1 2023 (test)
0.081NRMSE
5
BraTS Downsampling Factor 3 2019
86.7Dice WT
5
BraTS Downsampling Factor 1 2019
88.8Dice WT
5
BRATS 2018 (test)
26.68PSNR
5
BRATS 2018 (test)
29.35PSNR
5
BRATS 2018 (test)
28.33PSNR
5