Segmentation on TNMIX
88.4DiceMed-SA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.752023.04 | 88.4 | 80.4 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=3 points2023.04 | 86.7 | 79.4 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.52023.04 | 86.6 | 78.9 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=1 point2023.04 | 86.3 | 78.7 | |
| UltraUNetParam(M)=19, Turnable Param(M)=192023.04 | 84.5 | 76.2 | |
| nnUNetParam(M)=16, Turnable Param(M)=162023.04 | 84.2 | 76.2 | |
| EnsemDiffParam(M)=32, Turnable Param(M)=322023.04 | 83.9 | 75.3 | |
| TransBTSParam(M)=39, Turnable Param(M)=392023.04 | 83.8 | 75.5 | |
| TransUNetParam(M)=96, Turnable Param(M)=962023.04 | 83.5 | 75.1 | |
| Swin-UNetrParam(M)=138, Turnable Param(M)=1382023.04 | 83.5 | 74.8 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.752023.04 | 82.8 | 75.7 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.52023.04 | 82.4 | 75.5 | |
| MTSegParam(M)=27, Turnable Param(M)=272023.04 | 82.3 | 75.2 | |
| SegDiffParam(M)=32, Turnable Param(M)=322023.04 | 81.9 | 74.8 | |
| BATParam(M)=88, Turnable Param(M)=882023.04 | 81.7 | 74.2 | |
| UNetrParam(M)=104, Turnable Param(M)=1042023.04 | 81.7 | 73.5 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=3 points2023.04 | 81.6 | 75.1 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=1 point2023.04 | 81.3 | 74.7 | |
| FAT-NetParam(M)=75, Turnable Param(M)=752023.04 | 80.8 | 73.4 | |
| BEALParam(M)=25, Turnable Param(M)=252023.04 | 78.6 | 71.6 | |
| ResUNetParam(M)=17, Turnable Param(M)=172023.04 | 78.3 | 70.7 |