Brain Tumor Segmentation on BraTS 2023 (Dice & HD95)
94.69Dice (WT)SSFMamba
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SSFMambaArchitecture=Mamba2025.08 | 94.69 | 3.41 | 94.78 | 2.96 | 89.92 | 3.43 | 93.13 | 3.26 | |
| UXNET 2020Architecture=CNN2025.08 | 94.55 | 3.69 | 92.63 | 4.29 | 86.98 | 3.86 | 91.39 | 3.95 | |
| SuperLightNet 2025Architecture=CNN2025.08 | 94.42 | 3.94 | 93.76 | 3.28 | 88.61 | 3.74 | 92.26 | 3.65 | |
| MedNext 2023Architecture=CNN2025.08 | 93.94 | 3.57 | 91.42 | 3.68 | 88.41 | 3.92 | 91.26 | 3.72 | |
| SwinUNETR 2022Architecture=Transformer2025.08 | 93.77 | 4.1 | 90.14 | 4.45 | 87.07 | 4.38 | 90.33 | 4.31 | |
| SwinUNETR-V2 2023Architecture=Transformer2025.08 | 93.57 | 4.03 | 92.89 | 4.38 | 88.97 | 3.92 | 91.81 | 4.11 | |
| SegMamba 2024Architecture=Mamba2025.08 | 93.57 | 3.69 | 93.55 | 3.04 | 89.76 | 3.31 | 92.3 | 3.35 | |
| UNETR 2022Architecture=Transformer2025.08 | 93.3 | 4.88 | 90.02 | 5.88 | 86.56 | 5.35 | 89.96 | 5.37 | |
| EM-Net 2024Architecture=Mamba2025.08 | 93.04 | 3.53 | 92.53 | 3.79 | 88.84 | 4.03 | 91.47 | 3.78 | |
| U-Net 2015Architecture=CNN2025.08 | 92.83 | 4.17 | 92.15 | 3.76 | 86.75 | 4.2 | 90.58 | 4.05 | |
| TransUNet 2024Architecture=Transformer2025.08 | 92.44 | 4.31 | 87.57 | 4.41 | 81.65 | 4.73 | 87.22 | 4.48 |