Medical Image Segmentation on PETS
68.4Dice ScoreSemiSAM-O1
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemiSAM-O1iteration=R3, specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 68.4 | 52.2 | 45.59 | 12.3 | |
| SemiSAM-O1iteration=R2, specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 65.03 | 48.46 | 78.46 | 22.43 | |
| SemiSAM-O1iteration=R1, specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 50.21 | 34.09 | 89.42 | 30.85 | |
| SSL Baselinespecialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 35.68 | 22.86 | 20.73 | 8.46 | |
| SemiSAM+specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 34.24 | 20.78 | 37.21 | 13.92 | |
| FS Baselinespecialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 27.66 | 16.5 | 110.74 | 34.48 |