BraTS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BraTS Sub-Saharan African (SSA) (failure cases)
0.638Dice Score
4
BraTS Pediatric (PED) (failure cases)
0.62Mean Dice
4
BraTS Adult (failure cases)
43Mean Dice Score
4
BraTS 2020
34.12PSNR
4
BRATS 2018
0.734Dice Enhanced Tumor
4
BraTS
0.558mIoU
4
BraTS 2019 (val)
51.7Accuracy
4
BraTS 20
87.2Dice Score
3
BraTS single-modality translation Tumor Regions T1 to T2 2020
63.35SSIM
3
BraTS T1 to T2 2020
0.857SSIM
3
BraTS 2025
76Dice (WT)
3
BraTS Average 2023 (val)
95.253D-Gaussian SSIM
3
BraTS T2f 2023 (val)
0.9443D-Gaussian SSIM
3
BraTS T2w 2023 (val)
0.9593D-Gaussian SSIM
3
BraTS T1c 2023 (val)
0.9463D-Gaussian SSIM
3
BraTS T1n 2023 (val)
0.9623D-Gaussian SSIM
3
BraTS FLAIR T2 sequence 2020
33.24PSNR (dB)
3
BraTS 2025 (test)
0.82Dice (ET)
3
BraTS 24
77.56ET Score
3
BraTS
91.74Dice
3
BraTS HGG/LGG 2019 (test)
71Accuracy
3
BraTS 2019
25.82FID (HGG)
3
BraTS 2023
29Parameters (M)
3
BraTS-MEN (test)
55.4DSC (WT)
3
BraTS (test)
77.22Accuracy
3