Brain Tumor Segmentation on BraTS 2021
90.5DiceMed-SA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.752023.04 | 90.5 | 83 | 9.5 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=3 points2023.04 | 89.8 | 82.3 | 10.11 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.52023.04 | 89.5 | 81.9 | 10.35 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=1 point2023.04 | 89.1 | 81.8 | 10.38 | |
| EnsemDiffParam(M)=32, Turnable Param(M)=322023.04 | 88.7 | 80.9 | 10.85 | |
| nnUNetParam(M)=16, Turnable Param(M)=162023.04 | 88.5 | 80.6 | 11.2 | |
| Swin-UNetrParam(M)=138, Turnable Param(M)=1382023.04 | 88.4 | 81.8 | 11.36 | |
| TransBTSParam(M)=39, Turnable Param(M)=392023.04 | 87.6 | 78.44 | 12.44 | |
| UNetrParam(M)=104, Turnable Param(M)=1042023.04 | 87.3 | 80.6 | 12.81 | |
| TransUNetParam(M)=96, Turnable Param(M)=962023.04 | 86.6 | 79 | 13.74 | |
| SegDiffParam(M)=32, Turnable Param(M)=322023.04 | 85.7 | 77 | 14.31 | |
| UltraUNetParam(M)=19, Turnable Param(M)=192023.04 | 84.5 | 76.3 | 14.03 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.752023.04 | 83.6 | 75.6 | 14.9 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=3 points2023.04 | 82.3 | 74.8 | 15.19 | |
| MTSegParam(M)=27, Turnable Param(M)=272023.04 | 82.2 | 74.5 | 15.74 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.52023.04 | 82 | 74.7 | 15.05 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=1 point2023.04 | 81.5 | 74.3 | 15.68 | |
| BATParam(M)=88, Turnable Param(M)=882023.04 | 79.6 | 73.5 | 15.49 | |
| FAT-NetParam(M)=75, Turnable Param(M)=752023.04 | 79.2 | 72.8 | 17.35 | |
| BEALParam(M)=25, Turnable Param(M)=252023.04 | 78.8 | 71.7 | 18.53 | |
| ResUNetParam(M)=17, Turnable Param(M)=172023.04 | 78.4 | 71.3 | 18.71 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=BBox 0.752023.04 | 74.6 | 62.1 | 27.51 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=3 points2023.04 | 71.3 | 64.5 | 28.74 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=1 point2023.04 | 63.2 | 47.6 | 32.53 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=BBox 0.52023.04 | 51.2 | 44.6 | 38.56 |