ResearchBenchmarksImage Classification on FEMNIST Dir-0.1 (test)Image Classification on FEMNIST Dir-0.1 (test)Follow86.3AccuracyFedEMA-Distill84.94885.29985.6586.001Feb 15, 2026Evaluation resultsMethodMethodLinksAccuracyFedEMA-DistillDistribution=Dir-0.1Distribution=Dir-0.12026.0286.3FedDFDistribution=Dir-0.1Distribution=Dir-0.12026.0285.8FedAvgMDistribution=Dir-0.1Distribution=Dir-0.12026.0285.7SCAFFOLDDistribution=Dir-0.1Distribution=Dir-0.12026.0285.6FedProxDistribution=Dir-0.1Distribution=Dir-0.12026.0285.5FedAvgDistribution=Dir-0.1Distribution=Dir-0.12026.0285