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ResearchFormerly WizWand

Medical Image Segmentation on Heart (test)

97.17DSCFully Supervised
64.6773.107581.54589.9825Aug 25, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Fully SupervisedLabeled data ratio (la)=100%2021.0897.170.02
Duo-SegNetLabeled data ratio (la)=50%2021.0895.560.03
VATLabeled data ratio (la)=50%2021.0894.830.04
Deep Co-trainingLabeled data ratio (la)=50%2021.0894.550.04
Mean TeacherLabeled data ratio (la)=50%2021.0893.430.05
Duo-SegNetLabeled data ratio (la)=20%2021.0893.210.05
VATLabeled data ratio (la)=20%2021.0891.60.06
Deep Co-trainingLabeled data ratio (la)=20%2021.0891.540.06
Mean TeacherLabeled data ratio (la)=20%2021.0887.590.09
Duo-SegNetLabeled data ratio (la)=5%2021.0886.790.1
Deep Co-trainingLabeled data ratio (la)=5%2021.0885.960.1
VATLabeled data ratio (la)=5%2021.0885.330.11
Pseudo LabelingLabeled data ratio (la)=50%2021.0880.750.13
Pseudo LabelingLabeled data ratio (la)=20%2021.0879.860.13
Mean TeacherLabeled data ratio (la)=5%2021.08710.22
Pseudo LabelingLabeled data ratio (la)=5%2021.0865.920.2