Brain Metastasis Segmentation on UCSF-BMSR (test)
80.13DSC (ET)SwinUNETR + U-Harmony
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SwinUNETR + U-HarmonyModel Category=Transformer Model, Backbone Architecture=SwinUNETR, U-Harmony Module=True2026.01 | 80.13 | — | |
| nn-UNet + U-HarmonyModel Category=CNN Model, Backbone Architecture=nn-UNet, U-Harmony Module=True2026.01 | 78.15 | — | |
| nn-UNetModel Category=CNN Model, Backbone Architecture=nn-UNet, U-Harmony Module=False2026.01 | 77.41 | — | |
| 3D TransUNetModel Category=Baseline Models, Backbone Architecture=3D TransUNet, U-Harmony Module=False2026.01 | 76.35 | — | |
| SwinUNETRModel Category=Transformer Model, Backbone Architecture=SwinUNETR, U-Harmony Module=False2026.01 | 74.68 | — | |
| nnFormerModel Category=Baseline Models, Backbone Architecture=nnFormer, U-Harmony Module=False2026.01 | 73.98 | — | |
| V-NetModel Category=Baseline Models, Backbone Architecture=V-Net, U-Harmony Module=False2026.01 | 73.56 | — | |
| UNETRModel Category=Baseline Models, Backbone Architecture=UNETR, U-Harmony Module=False2026.01 | 72.72 | — | |
| 3D UNetModel Category=Baseline Models, Backbone Architecture=3D UNet, U-Harmony Module=False2026.01 | 72.45 | — |