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ResearchFormerly WizWand

Image Classification on CIFAR10 NID1_0.5 label/quantity skew

0.8956AccuracyFedHPro
0.8537920.8646460.87550.886354May 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
FedHPro2026.050.8956
FedGMKD2026.050.8809
FedSAExchange Protocol=Prototypes and model parameters2026.050.8793
FedRCLFL Type=Parameter-based2026.050.8776
FedTGPExchange Protocol=Prototypes and model parameters2026.050.8731
MOON2026.050.8695
FedProtoExchange Protocol=Prototypes and model parameters2026.050.8625
FedAvg2026.050.856
FedProx2026.050.8554