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ResearchFormerly WizWand

Cardiac Image Segmentation on M&Ms Target C 1.0

0.8722Dice ScoreDGNet
0.6744960.7258230.777150.828477Jun 24, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DGNetSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.060.8722
LDDGSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.060.8649
SDNet+Aug.Source=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled + Unlabeled2021.060.8564
nnUNetSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.060.8492
SAMLSource=A,B,D, Labeled Data Percentage=100%, Training Data=Labeled only2021.060.8452
DGNetLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.060.8251
SDNet+Aug.Labeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.060.814
nnUNetLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Supervised2021.060.7806
DGNetLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.060.7754
SAMLLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Supervised2021.060.7743
SDNet+Aug.Labeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Semi-supervised2021.060.7646
SAMLLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Supervised2021.060.757
LDDGLabeled data percentage=5%, Source Domains=A, B, D, Learning Strategy=Supervised2021.060.734
nnUNetLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Supervised2021.060.7297
LDDGLabeled data percentage=2%, Source Domains=A, B, D, Learning Strategy=Supervised2021.060.6821