Instance Segmentation on Fetal Brain Ultrasound (test)
98.51DSCFetSAM
Evaluation results
| Method | Links | |
|---|---|---|
| FetSAMClass=Brain2026.03 | 98.51 | |
| Domain-Guided YOLO26Class=Brain, Loss Function=BCE-Dice-Lovász, Augmentation=Domain-Guided2026.03 | 97.29 | |
| YOLO26N (FetSAM Loss)Class=Brain, Loss Function=FetSAM Loss2026.03 | 97.18 | |
| YOLO26N (FetSAM Loss)Class=Mean (fg), Loss Function=FetSAM Loss2026.03 | 92.53 | |
| Domain-Guided YOLO26Class=Mean (fg), Loss Function=BCE-Dice-Lovász, Augmentation=Domain-Guided2026.03 | 92.08 | |
| FetSAMClass=Mean (fg)2026.03 | 90.12 | |
| Domain-Guided YOLO26Class=CSP, Loss Function=BCE-Dice-Lovász, Augmentation=Domain-Guided2026.03 | 83.59 | |
| YOLO26N (FetSAM Loss)Class=CSP, Loss Function=FetSAM Loss2026.03 | 83.05 | |
| YOLO26N (FetSAM Loss)Class=LV, Loss Function=FetSAM Loss2026.03 | 82.8 | |
| FetSAMClass=LV2026.03 | 82.08 | |
| Domain-Guided YOLO26Class=LV, Loss Function=BCE-Dice-Lovász, Augmentation=Domain-Guided2026.03 | 81.62 | |
| FetSAMClass=CSP2026.03 | 80.37 |