| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BraTS 2023 (test) | WT Dice94.02 | 166 | 1mo ago | ||
| BraTS 2020 (test) | GCSER-UNet ensemble | Dice Score (W)95 | 86 | 25d ago | |
| BraTS 2024 | MST-KDNet | HD952.9 | 77 | 4mo ago | |
| BraTS 2021 (val) | Dice WT93.75 | 63 | 2mo ago | ||
| BraTS T1–FLAIR (train) | Ours | DSC79.7 | 57 | 4mo ago | |
| BraTS 2018 (test) | ET DSC91.1 | 57 | 25d ago | ||
| BraTS T2–T1CE (1%, 5%, 10% labeled data) | MEM-CIF | DSC72.03 | 54 | 4mo ago | |
| BraTS PED 2023 (test) | MedSegDiff | Average HD959.35 | 41 | 1mo ago | |
| MSD (test) | PGR-Net | DSC (ET)90.63 | 38 | 2mo ago | |
| BraTS 2020 | SSFMamba | DSC (WT)91.31 | 34 | 1mo ago | |
| BraTS 2024 (test) | UniME | Average DSC88.02 | 30 | 2mo ago | |
| BraTS Whole 2020 | DC-Seg (MPNS) | Dice Coefficient90.94 | 26 | 4mo ago | |
| MSD Brain (test) | MetaDCSeg | mIoU79.56 | 24 | 1mo ago | |
| BraTS 2021 | VeloxSeg-C | DSC Avg91.44 | 24 | 1mo ago | |
| BraTS 2020 (val) | Dice Score ET81.4 | 21 | 1mo ago | ||
| BraTS Enhancing Tumor (ET) 2024 | RMBTS | Average Score78.95 | 20 | 1mo ago | |
| BraTS Tumor Core (TC) 2024 | RMBTS | Average Performance77.49 | 20 | 1mo ago | |
| BraTS Whole Tumor (WT) 2024 | AdaMM | Average Sensitivity (WT)86.16 | 20 | 1mo ago | |
| BraTS 2018 (online evaluation) | ShaSpec* | Dice ET78.4 | 20 | 4mo ago | |
| BRATS 2013 (test) | InputCascadeCNN | Dice (Complete)88 | 18 | 4mo ago | |
| BraTS 2021 | U-RWKV | Parameters (M)1.43 | 17 | 1mo ago | |
| BraTS 2020 | ADRUwAMS | Dice (WT)92.29 | 15 | 3mo ago | |
| BraTS 2019 (test) | PGR-Net | WT Dice Score89.02 | 15 | 4mo ago | |
| BraTS 2019 | ReFRM3D | WT Segmentation Score94 | 15 | 3mo ago | |
| BraTS T1CE Target Domain (test) | WT Score75.7 | 14 | 24d ago |
