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ResearchFormerly WizWand

Medical Image Segmentation on VSC (20% test)

77.67DICE ScoreFed Avg
63.203666.959370.71574.4707Jul 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Fed AvgTraining Setting=Federated, Aggregation Method=Vanilla Averaging2024.0777.67
Cen AvgTraining Setting=Centralized, Aggregation Method=Vanilla Averaging2024.0777.52
FUNAvgTraining Setting=Federated, Aggregation Method=Uncertainty Weighted Averaging2024.0777.26
SameTraining Setting=Single-client, Evaluation Scenario=Intra-client2024.0776.92
CUNAvgTraining Setting=Centralized, Aggregation Method=Uncertainty Weighted Averaging2024.0774.51
OthersTraining Setting=Single-client, Evaluation Scenario=Inter-client2024.0763.76