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ResearchFormerly WizWand

Communication Overhead on CIFAR-100 (test)

5.12Upload SizeFedRE
-364.55842,130.77084,626.17,121.4292Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedREModel setting=Model-homo2025.115.12513
FedREModel setting=Model-hete2025.115.12513
FedGHModel setting=Model-homo2025.11257.02512
FedGHModel setting=Model-hete2025.11257.02512
FedProtoModel setting=Model-homo2025.11257.02512
FedProtoModel setting=Model-hete2025.11257.02512
FPLModel setting=Model-homo2025.11257.02916.48
FPLModel setting=Model-hete2025.11257.021,182.72
FedTGPModel setting=Model-homo2025.11257.02512
FedTGPModel setting=Model-hete2025.11257.02512
LG-FedAvgModel setting=Model-homo2025.11513513
LG-FedAvgModel setting=Model-hete2025.11513513
FedGenModel setting=Model-hete2025.11513513
FedKDModel setting=Model-hete2025.113,524.673,524.67
FedKDModel setting=Model-homo2025.114,234.284,234.28
FedMRLModel setting=Model-homo2025.118,863.088,863.08
FedMRLModel setting=Model-hete2025.118,863.088,863.08
FedGenModel setting=Model-homo2025.119,247.089,247.08
FedAvgModel setting=Model-homo2025.119,247.089,247.08
FedALAModel setting=Model-homo2025.119,247.089,247.08
FedAvgDBEModel setting=Model-homo2025.119,247.089,247.08