Skin Lesion Segmentation on ISIC Melanoma 2019
93.4DiceMed-SA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=3 points2023.04 | 93.4 | 84.7 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.752023.04 | 93 | 84.2 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=1 point2023.04 | 92.6 | 84.1 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.52023.04 | 92.1 | 83 | |
| BATParam(M)=88, Turnable Param(M)=882023.04 | 91.2 | 84.3 | |
| nnUNetParam(M)=16, Turnable Param(M)=162023.04 | 90.8 | 83.6 | |
| FAT-NetParam(M)=75, Turnable Param(M)=752023.04 | 90.7 | 83.9 | |
| Swin-UNetrParam(M)=138, Turnable Param(M)=1382023.04 | 90.2 | 83.1 | |
| UNetrParam(M)=104, Turnable Param(M)=1042023.04 | 89.7 | 82.8 | |
| TransUNetParam(M)=96, Turnable Param(M)=962023.04 | 89.4 | 82.2 | |
| UltraUNetParam(M)=19, Turnable Param(M)=192023.04 | 89 | 81.8 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.752023.04 | 88.9 | 79.8 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.52023.04 | 88.5 | 79.2 | |
| EnsemDiffParam(M)=32, Turnable Param(M)=322023.04 | 88.2 | 80.7 | |
| TransBTSParam(M)=39, Turnable Param(M)=392023.04 | 88.1 | 80.6 | |
| MTSegParam(M)=27, Turnable Param(M)=272023.04 | 87.5 | 79.7 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=3 points2023.04 | 87.5 | 78.6 | |
| SegDiffParam(M)=32, Turnable Param(M)=322023.04 | 87.3 | 79.4 | |
| ResUNetParam(M)=17, Turnable Param(M)=172023.04 | 87.1 | 78.2 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=1 point2023.04 | 86.8 | 77.5 | |
| BEALParam(M)=25, Turnable Param(M)=252023.04 | 86.6 | 78 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=3 points2023.04 | 85.8 | 77.5 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=BBox 0.752023.04 | 85.7 | 74.4 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=1 point2023.04 | 81.6 | 70.4 | |
| SAMParam(M)=636, Turnable Param(M)=0, Prompt=BBox 0.52023.04 | 75.3 | 64.8 |