| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BraTS 2023 (test) | WT Dice94.02 | 166 | 2d ago | ||
| BraTS 2024 | MST-KDNet | HD952.9 | 77 | 3mo ago | |
| BraTS 2021 (val) | Dice WT93.75 | 63 | 15d ago | ||
| BraTS T1–FLAIR (train) | Ours | DSC79.7 | 57 | 3mo ago | |
| BraTS T2–T1CE (1%, 5%, 10% labeled data) | MEM-CIF | DSC72.03 | 54 | 3mo ago | |
| BraTS 2018 (test) | ET DSC91.1 | 52 | 2d ago | ||
| MSD (test) | PGR-Net | DSC (ET)90.63 | 38 | 21d ago | |
| BraTS PED 2023 (test) | UniFormer | HD95 (ET)11.55 | 34 | 3mo ago | |
| BraTS 2024 (test) | UniME | Average DSC88.02 | 30 | 1mo ago | |
| BraTS 2020 | SSFMamba | DSC (WT)91.31 | 27 | 2mo ago | |
| BraTS Whole 2020 | DC-Seg (MPNS) | Dice Coefficient90.94 | 26 | 3mo ago | |
| MSD Brain (test) | MetaDCSeg | mIoU79.56 | 24 | 6d ago | |
| BraTS 2020 (test) | GSD-Net | Dice Score83.84 | 24 | 2d ago | |
| BraTS 2018 (online evaluation) | ShaSpec* | Dice ET78.4 | 20 | 3mo ago | |
| BRATS 2013 (test) | InputCascadeCNN | Dice (Complete)88 | 18 | 3mo ago | |
| BraTS 2020 | ADRUwAMS | Dice (WT)92.29 | 15 | 1mo ago | |
| BraTS 2019 (test) | PGR-Net | WT Dice Score89.02 | 15 | 2mo ago | |
| BraTS 2019 | ReFRM3D | WT Segmentation Score94 | 15 | 1mo ago | |
| BraTS 2020 (val) | HeMIS | Dice Score (General)72.06 | 15 | 1mo ago | |
| BraTS 21 | VoCo | Dice TC85.27 | 14 | 3mo ago | |
| Cheng low-data regime (N ≤ 20) | hypercolumn + LR | Dice Coefficient66 | 12 | 2mo ago | |
| BraTS FLAIR 2021 (test) | SAM-RefiSeR | Dice Coefficient0.644 | 12 | 3mo ago | |
| BraTS 2020 | ReFRM3D | Dice (WT)94 | 12 | 3mo ago | |
| BraTS 2018 (val) | ACN | ET Score78.07 | 12 | 3mo ago | |
| BraTS 2017 (val) | Wang et al. | Dice (Enh.)78.59 | 12 | 3mo ago |
