Medical Image Segmentation on RT-EC
44.13DiceSemiSAM-O1
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SemiSAM-O1iteration=R3, specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 44.13 | 29.53 | 24.72 | 7.19 | |
| SemiSAM-O1iteration=R2, specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 42.36 | 28.11 | 25.01 | 7.14 | |
| SemiSAM-O1iteration=R1, specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 36.43 | 23.49 | 30.95 | 12.32 | |
| SemiSAM+specialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 28.96 | 17.76 | 202.93 | 85.64 | |
| FS Baselinespecialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 20.05 | 11.73 | 212.58 | 104.76 | |
| SSL Baselinespecialist model=MT, generalist model=SAM-Med3D, setting=one-label2026.04 | 19.39 | 11.31 | 202.17 | 108.37 |