ResearchBenchmarksImage Classification on EMNIST (val)Follow15Rounds to 20.0% AccuracyFedZMG14.219.62530.4Feb 20, 2026Evaluation ResultsMethodMethodLinksRounds to 20.0% AccuracyRounds to 33.0% AccuracyAvg Acc Post-33.0%FedZMGLocal Epochs=4, Cohort...Local Epochs=4, Cohort Size=10, Momentum=0.9, Weight Decay=0.00052026.02152098.91FedAvgLocal Epochs=4, Cohort...Local Epochs=4, Cohort Size=102026.02152098.43FedAdamLocal Epochs=4, Cohort...Local Epochs=4, Cohort Size=10, beta1=0.9, beta2=0.99, epsilon=0.0012026.02354097.96