Brain Tumor and Metastasis Segmentation on BraTS-METS 2023 (test)
73.66DSC (TC)SwinUNETR + U-Harmony
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SwinUNETR + U-HarmonyModel Category=Transformer Model, Backbone Architecture=SwinUNETR, U-Harmony Module=True2026.01 | 73.66 | 62.85 | 63.02 | 66.51 | |
| SwinUNETRModel Category=Transformer Model, Backbone Architecture=SwinUNETR, U-Harmony Module=False2026.01 | 69.35 | 60.62 | 59.48 | 63.15 | |
| UNETRModel Category=Baseline Models, Backbone Architecture=UNETR, U-Harmony Module=False2026.01 | 62.35 | 57.51 | 56.93 | 58.93 | |
| V-NetModel Category=Baseline Models, Backbone Architecture=V-Net, U-Harmony Module=False2026.01 | 56.12 | 59.72 | 60.14 | 58.66 | |
| nn-UNet + U-HarmonyModel Category=CNN Model, Backbone Architecture=nn-UNet, U-Harmony Module=True2026.01 | 54.63 | 65.71 | 68.59 | 62.98 | |
| 3D TransUNetModel Category=Baseline Models, Backbone Architecture=3D TransUNet, U-Harmony Module=False2026.01 | 52.31 | 67.11 | 71.43 | 63.61 | |
| nn-UNetModel Category=CNN Model, Backbone Architecture=nn-UNet, U-Harmony Module=False2026.01 | 50.25 | 65.92 | 67.86 | 61.34 | |
| 3D UNetModel Category=Baseline Models, Backbone Architecture=3D UNet, U-Harmony Module=False2026.01 | 49.36 | 56.31 | 50.57 | 52.08 | |
| nnFormerModel Category=Baseline Models, Backbone Architecture=nnFormer, U-Harmony Module=False2026.01 | 48.34 | 64.17 | 67.73 | 60.08 |