Segmentation on REFUGE2 Optic-Disc
98.3DiceMed-SA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.752023.04 | 98.3 | 90.1 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=3 points2023.04 | 97.9 | 89.8 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=BBox 0.52023.04 | 97.6 | 89.6 | |
| Med-SAParam(M)=636, Turnable Param(M)=13, Prompt=1 point2023.04 | 97.4 | 89.5 | |
| Swin-UNetrParam(M)=138, Turnable Param(M)=1382023.04 | 95.3 | 87.9 | |
| TransUNetParam(M)=96, Turnable Param(M)=962023.04 | 95 | 87.7 | |
| UNetrParam(M)=104, Turnable Param(M)=1042023.04 | 94.9 | 87.5 | |
| nnUNetParam(M)=16, Turnable Param(M)=162023.04 | 94.7 | 87.3 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.752023.04 | 94.6 | 86.7 | |
| EnsemDiffParam(M)=32, Turnable Param(M)=322023.04 | 94.3 | 87.8 | |
| TransBTSParam(M)=39, Turnable Param(M)=392023.04 | 94.1 | 87.2 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=3 points2023.04 | 93.8 | 86.2 | |
| BEALParam(M)=25, Turnable Param(M)=252023.04 | 93.7 | 86.1 | |
| ResUNetParam(M)=17, Turnable Param(M)=172023.04 | 92.9 | 85.5 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=1 point2023.04 | 92.9 | 85.5 | |
| SegDiffParam(M)=32, Turnable Param(M)=322023.04 | 92.6 | 85.2 | |
| MedSAMParam(M)=636, Turnable Param(M)=636, Prompt=BBox 0.52023.04 | 92.6 | 85.3 | |
| BATParam(M)=88, Turnable Param(M)=882023.04 | 92.3 | 85.8 | |
| FAT-NetParam(M)=75, Turnable Param(M)=752023.04 | 91.8 | 84.8 | |
| UltraUNetParam(M)=19, Turnable Param(M)=192023.04 | 91.5 | 82.8 | |
| MTSegParam(M)=27, Turnable Param(M)=272023.04 | 90.3 | 83.6 |