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ResearchFormerly WizWand

Cardiac Image Segmentation on M&Ms Target D 1.0

87.16Dice ScoreDGNet
67.81672.83877.8682.882Jun 24, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DGNetSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.0687.16
nnUNetSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled only2021.0686.94
LDDGSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled only2021.0686.73
SDNet+Aug.Source=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.0684.96
SAMLSource=A,B,C, Labeled Data Percentage=100%, Training Data=Labeled only2021.0683.96
DGNetLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.0683.77
nnUNetLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Supervised2021.0681.25
SDNet+Aug.Labeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.0679.95
SAMLLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Supervised2021.0678.64
LDDGLabeled data percentage=5%, Source Domains=A, B, C, Learning Strategy=Supervised2021.0675.66
DGNetLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.0675.14
SDNet+Aug.Labeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Semi-supervised2021.0674.35
nnUNetLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Supervised2021.0673.27
SAMLLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Supervised2021.0669.94
LDDGLabeled data percentage=2%, Source Domains=A, B, C, Learning Strategy=Supervised2021.0668.56