Medical Image Segmentation on Inhouse (test)
80.5Brainstem ScoreHUR-MACL
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| HUR-MACLcross-dataset setting=true2026.01 | 80.5 | 40.8 | 63.5 | 65.4 | 62.6 | — | — | — | |
| nnUNetcross-dataset setting=true2026.01 | 79.3 | 37.8 | 61.5 | 62.1 | 60.2 | — | — | — | |
| U-Netcross-dataset setting=true2026.01 | 78.9 | 36.5 | 60.2 | 60.8 | 59.1 | — | — | — | |
| Mamba-UNetcross-dataset setting=true2026.01 | 77.8 | 33.5 | 59 | 60.5 | 57.7 | — | — | — | |
| MHL-Netcross-dataset setting=true2026.01 | 77.5 | 34.2 | 56.8 | 60.2 | 57.2 | — | — | — | |
| FocusNetcross-dataset setting=true2026.01 | 77.1 | 37 | 55.3 | 64.1 | 58.4 | — | — | — | |
| Missformercross-dataset setting=true2026.01 | 76.5 | 30.8 | 54.9 | 53.8 | 54 | — | — | — | |
| Swin-Mambacross-dataset setting=true2026.01 | 73.9 | 33.8 | 59.5 | 58.4 | 56.4 | — | — | — | |
| TransUNetcross-dataset setting=true2026.01 | 73.2 | 29.4 | 41.5 | 46.7 | 47.7 | — | — | — | |
| ChironSegmentation Tool=MedSAM22026.01 | — | — | — | — | — | 30.75 | 36.9 | 53.37 | |
| GPT-4oSegmentation Tool=MedSAM22026.01 | — | — | — | — | — | 7.23 | 10.4 | 15.16 | |
| HuatuoGPT-VisionSegmentation Tool=MedSAM22026.01 | — | — | — | — | — | 30.25 | 36.72 | 52.28 | |
| IBISAgent2026.01 | — | — | — | — | — | 72.09 | 83.78 | 91.76 | |
| LingshuSegmentation Tool=MedSAM22026.01 | — | — | — | — | — | 31.19 | 37.55 | 54.02 | |
| LLaVA-MedSegmentation Tool=MedSAM22026.01 | — | — | — | — | — | 20.03 | 26.94 | 37.75 |