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ResearchFormerly WizWand

Segmentation on Fetal Head Segmentation Dataset (val)

92.53Mean DSCOurs, FetSAM Loss
77.907681.703885.589.2962Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Ours, FetSAM LossBackbone=YOLO26N, Paradigm=Instance2026.0392.53
Ours, BaselineBackbone=YOLO26N, Paradigm=Instance2026.0392.29
Ours, Domain-GuidedBackbone=YOLO26L, Paradigm=Instance2026.0392.08
FetSAMBackbone=SAM (ViT), Paradigm=Prompt-based2026.0390.12
Efb0_DLabV3+Backbone=EffNet-B0 [32], Paradigm=Semantic2026.0385.32
Efb0_Unet++Backbone=EffNet-B0 [32], Paradigm=Semantic2026.0384.95
Efb0_UnetBackbone=EffNet-B0 [32], Paradigm=Semantic2026.0384.66
Efb0_PANBackbone=EffNet-B0 [32], Paradigm=Semantic2026.0384.5
Efb0_FPNBackbone=EffNet-B0 [32], Paradigm=Semantic2026.0383.75
Mit_SegFormer_b0Backbone=MiT-B0 [7], Paradigm=Semantic2026.0383.23
Efb0_LinknetBackbone=EffNet-B0 [32], Paradigm=Semantic2026.0381.84
Mvit075_DLabV3Backbone=MobileViT-0.75, Paradigm=Semantic2026.0380.28
Mvit075_ManetBackbone=MobileViT-0.75, Paradigm=Semantic2026.0379.96
Mvit075_UnetBackbone=MobileViT-0.75, Paradigm=Semantic2026.0379.62
Mvit075_PSPNetBackbone=MobileViT-0.75, Paradigm=Semantic2026.0379.14
Mvit075_FPNBackbone=MobileViT-0.75, Paradigm=Semantic2026.0378.47