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ResearchFormerly WizWand

Medical Image Segmentation on Spleen (test)

97.89DSCFully Supervised
66.492474.643782.79590.9463Aug 25, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Fully SupervisedLabeled data ratio (la)=100%2021.0897.890.02
Duo-SegNetLabeled data ratio (la)=50%2021.0896.030.03
Deep Co-trainingLabeled data ratio (la)=50%2021.0894.90.05
VATLabeled data ratio (la)=50%2021.0894.340.05
Mean TeacherLabeled data ratio (la)=50%2021.0892.980.06
Duo-SegNetLabeled data ratio (la)=20%2021.0892.190.07
VATLabeled data ratio (la)=20%2021.0891.370.07
Mean TeacherLabeled data ratio (la)=20%2021.0890.760.08
Deep Co-trainingLabeled data ratio (la)=20%2021.0889.650.09
Duo-SegNetLabeled data ratio (la)=5%2021.0888.020.1
Pseudo LabelingLabeled data ratio (la)=50%2021.0884.810.12
Deep Co-trainingLabeled data ratio (la)=5%2021.0879.180.16
VATLabeled data ratio (la)=5%2021.0878.310.19
Mean TeacherLabeled data ratio (la)=5%2021.0875.440.2
Pseudo LabelingLabeled data ratio (la)=20%2021.0868.810.21
Pseudo LabelingLabeled data ratio (la)=5%2021.0867.70.24