Brain Tumor Volume Segmentation on BraTS
88.94Dice (ET)CoPeDiT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CoPeDiTMethod Category=Diffusion Model-based Methods2026.02 | 88.94 | 91.35 | 90.41 | — | — | — | — | — | 90.23 | |
| M2DNMethod Category=Diffusion Model-based Methods2026.02 | 88.2 | 91.28 | 90.09 | — | — | — | — | — | 89.86 | |
| BrainstormArchitecture=Spatio-temporal Vision Transformer2025.12 | 87.95 | — | 86.53 | — | — | — | — | 90.95 | — | |
| MMGANMethod Category=GAN-based Methods2026.02 | 87.73 | 89.35 | 88.14 | — | — | — | — | — | 88.41 | |
| MMTMethod Category=GAN-based Methods2026.02 | 86.92 | 90.43 | 88.37 | — | — | — | — | — | 88.57 | |
| BraTS 2023 (GAN)Architecture=GAN2025.12 | 86.73 | — | 85.09 | — | — | — | — | 90.05 | — | |
| Hyper-GAEMethod Category=GAN-based Methods2026.02 | 85.37 | 88.72 | 86.54 | — | — | — | — | — | 86.88 | |
| ControlNetMethod Category=Diffusion Model-based Methods2026.02 | 85.23 | 88.27 | 87.05 | — | — | — | — | — | 86.85 | |
| BraTS 2020 (U-NET)Architecture=U-NET2025.12 | 85.06 | — | 82.03 | — | — | — | — | 88.95 | — | |
| LDMMethod Category=Diffusion Model-based Methods2026.02 | 84.19 | 87.86 | 85.91 | — | — | — | — | — | 85.99 | |
| MissingMethod Category=Baseline (withheld modality)2026.02 | 81.59 | 86.08 | 84.67 | — | — | — | — | — | 84.11 | |
| KiU-Net 3DType=Voxel2020.10 | 73.21 | 87.6 | 73.92 | 6.3228 | 8.9424 | 9.8929 | — | — | — | |
| MS U-Net 3DType=Voxel2020.10 | 71.25 | 86.52 | 71.14 | 8.2465 | 9.4205 | 12.6541 | 0 | — | — | |
| Deeper U-Net 3DType=Voxel2020.10 | 68.91 | 85.12 | 72.94 | 9.8882 | 12.5415 | 12.0452 | 0 | — | — | |
| U-Net 3DType=Voxel2020.10 | 67.11 | 84.48 | 70.59 | 10.2162 | 13.0005 | 15.0856 | 0 | — | — | |
| Res U-Net 3DType=Voxel2020.10 | 66.67 | 85.26 | 70.91 | 7.27 | 8.5454 | 9.5708 | 0 | — | — | |
| KiU-NetType=Image2020.10 | 66.37 | 86.12 | 70.61 | 9.4176 | 12.7896 | 13.0401 | — | — | — | |
| Deeper V-Net 3DType=Voxel2020.10 | 62.51 | 83.88 | 70.84 | 39.2542 | 19.4505 | 13.6517 | 0 | — | — | |
| V-NetType=Voxel2020.10 | 61.32 | 83.18 | 70.11 | 42.2162 | 20.3525 | 13.0526 | 0 | — | — | |
| Seg-Net 3DType=Voxel2020.10 | 55.99 | 80.62 | 70.73 | 10.0037 | 10.4584 | 10.7513 | 0 | — | — | |
| U-NetType=Image2020.10 | 52.64 | 80.83 | 70.32 | 17.5458 | 13.9467 | 19.2653 | 0 | — | — | |
| Seg-NetType=Image2020.10 | 49.94 | 76.11 | 68.87 | 65.6867 | 20.3247 | 20.005 | 0 | — | — |