BraTS
Benchmarks
TaskDatasetSOTA resultTrendResults
BraTS 2023 (test)
94.02WT Dice
166
BraTS
92.45SSIM
108
BraTS 2018 (test)
79.33Dice Score
95
BraTS
95.838Image-level AUROC
93
BraTS 2018 (test)
94.82AUROC (Image)
88
BraTS 2020 (test)
95Dice Score (W)
86
BraTS 2018
81.3DSC (ET)
79
BraTS 2024
2.9HD95
77
BraTS 2021 (val)
93.75Dice WT
63
BraTS T1–FLAIR (train)
79.7DSC
57
BraTS 2018 (test)
91.1ET DSC
57
BraTS T2–T1CE (1%, 5%, 10% labeled data)
72.03DSC
54
BraTS 2018
87.3DSC (%)
53
BraTS 2018
90.3DSC (%)
51
BraTS 2021
97.7Clean AUROC
50
Brats 2018 (test)
58.46PSNR
48
BraTS 18
92.56Dice (Avg)
46
BraTS PED 2023 (test)
9.35Average HD95
41
BraTS 2024
63.54Average Performance Score
40
BraTS 18
79.91Mean Dice (ET)
40
BraTS 23
86.31DSC
39
BraTS 2023
28.705PSNR (dB)
38
BraTS 2018 (test)
90.84DSC Average
37
BraTS 2020
0.911Dice
36
BraTS 2019 (10% labeled data)
86.52Dice Score
36