List your company
ResearchFormerly WizWand

Medical Image Segmentation on Nuclei (test)

91.36DSCFully Supervised
59.681667.905876.1384.3542Aug 25, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Fully SupervisedLabeled data ratio (la)=100%2021.0891.362.25
Duo-SegNetLabeled data ratio (la)=50%2021.0889.283.03
Deep Co-trainingLabeled data ratio (la)=50%2021.0889.23.08
VATLabeled data ratio (la)=50%2021.0888.453.26
Mean TeacherLabeled data ratio (la)=50%2021.0887.993.36
Duo-SegNetLabeled data ratio (la)=20%2021.0887.833.43
Deep Co-trainingLabeled data ratio (la)=20%2021.0887.153.8
Duo-SegNetLabeled data ratio (la)=5%2021.0887.143.57
VATLabeled data ratio (la)=20%2021.0886.433.77
Pseudo LabelingLabeled data ratio (la)=50%2021.0885.913.84
Deep Co-trainingLabeled data ratio (la)=5%2021.0885.834.08
VATLabeled data ratio (la)=5%2021.0885.244.09
Mean TeacherLabeled data ratio (la)=20%2021.0884.924.3
Mean TeacherLabeled data ratio (la)=5%2021.0883.784.78
Pseudo LabelingLabeled data ratio (la)=20%2021.0872.466.37
Pseudo LabelingLabeled data ratio (la)=5%2021.0860.98.4