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ResearchFormerly WizWand

Communication Overhead on CIFAR-10 (test)

5.12Upload SizeFedRE
-346.09042,024.57984,395.256,765.9202Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedREModel setting=Model-homo2025.115.1251.3
FedREModel setting=Model-hete2025.115.1251.3
FedGHModel setting=Model-homo2025.1131.2351.2
FedGHModel setting=Model-hete2025.1131.2351.2
FedProtoModel setting=Model-homo2025.1131.2351.2
FedProtoModel setting=Model-hete2025.1131.2351.2
FPLModel setting=Model-homo2025.1131.2387.04
FPLModel setting=Model-hete2025.1131.23112.64
FedTGPModel setting=Model-homo2025.1131.2351.2
FedTGPModel setting=Model-hete2025.1131.2351.2
LG-FedAvgModel setting=Model-homo2025.1151.351.3
LG-FedAvgModel setting=Model-hete2025.1151.351.3
FedGenModel setting=Model-hete2025.1151.351.3
FedKDModel setting=Model-hete2025.113,353.683,353.68
FedKDModel setting=Model-homo2025.113,374.283,374.28
FedMRLModel setting=Model-homo2025.118,746.988,746.98
FedMRLModel setting=Model-hete2025.118,746.988,746.98
FedGenModel setting=Model-homo2025.118,785.388,785.38
FedAvgModel setting=Model-homo2025.118,785.388,785.38
FedALAModel setting=Model-homo2025.118,785.388,785.38
FedAvgDBEModel setting=Model-homo2025.118,785.388,785.38