BraTS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BraTS 2020
91.31DSC (WT)
34
BraTS MET 2023 (test)
20.37HD95 (ET)
34
BraTS 2020 (test)
86.1Dice Score
32
BraTS 2024 (test)
88.02Average DSC
30
BraTS
0.85Dice Score
30
BraTS-PED
90.81Dice Score
29
BraTS SSA
89.83Dice
29
BraTS
38.18PSNR (dB)
28
BraTS 2021
93.7Dice (ET)
28
BraTS
81.1P-PRO
27
BraTS Whole 2020
90.94Dice Coefficient
26
BraTS 2019 (20% labeled data)
86.86Dice Coefficient
26
BraTS 2018 (online evaluation)
78.59Dice (Enhancing tumour)
26
BraTS T1CE
79.8Dice Score
25
BraTs Brain-Tumor 2021
90.5Dice
25
BraTS
99.1AUROC
25
BraTS 2021
91.44DSC Avg
24
BraTS 2023 (test)
27.437PSNR
22
BraTS
88.94Dice (ET)
22
BraTS 2021 (test)
28.26PSNR
21
BRATS (test)
26.24PSNR
21
BRATS (test)
26.9PSNR
21
BraTS 2020 (val)
81.4Dice Score ET
21
BraTS Enhancing Tumor (ET) 2024
78.95Average Score
20
BraTS Tumor Core (TC) 2024
77.49Average Performance
20