ResearchBenchmarksText Classification on AG News Dir-0.1 (test)Text Classification on AG News Dir-0.1 (test)Follow92AccuracyFedEMA-Distill90.64890.99991.3591.701Feb 15, 2026Evaluation resultsMethodMethodLinksAccuracyFedEMA-DistillDistribution=Dir-0.1Distribution=Dir-0.12026.0292FedAvgMDistribution=Dir-0.1Distribution=Dir-0.12026.0291.1FedDFDistribution=Dir-0.1Distribution=Dir-0.12026.0291.1SCAFFOLDDistribution=Dir-0.1Distribution=Dir-0.12026.0291FedProxDistribution=Dir-0.1Distribution=Dir-0.12026.0290.9FedAvgDistribution=Dir-0.1Distribution=Dir-0.12026.0290.7