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ResearchFormerly WizWand

Communication Overhead on TinyImageNet (test)

20.48Upload SizeFedRE
-9,545.833655,026.7832119,599.4184,172.0168Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FedREModel setting=Model-homo2025.1120.484,098
FedREModel setting=Model-hete2025.1120.484,098
FedGHModel setting=Model-homo2025.111,918.984,096
FedGHModel setting=Model-hete2025.111,918.984,096
FedProtoModel setting=Model-homo2025.111,918.984,096
FedProtoModel setting=Model-hete2025.111,918.984,096
FPLModel setting=Model-homo2025.111,918.989,768.96
FPLModel setting=Model-hete2025.111,918.9810,567.68
FedTGPModel setting=Model-homo2025.111,918.984,096
FedTGPModel setting=Model-hete2025.111,918.984,096
LG-FedAvgModel setting=Model-homo2025.114,0984,098
LG-FedAvgModel setting=Model-hete2025.114,0984,098
FedGenModel setting=Model-hete2025.114,0984,098
FedMRLModel setting=Model-homo2025.1156,17856,178
FedMRLModel setting=Model-hete2025.1156,17856,178
FedKDModel setting=Model-hete2025.1157,544.9757,544.97
FedKDModel setting=Model-homo2025.1190,50390,503
FedGenModel setting=Model-homo2025.11239,178.32239,178.32
FedAvgModel setting=Model-homo2025.11239,178.32239,178.32
FedALAModel setting=Model-homo2025.11239,178.32239,178.32
FedAvgDBEModel setting=Model-homo2025.11239,178.32239,178.32