ResearchBenchmarksImage Classification on FEMNIST (test) (Alpha Weighted Accuracy)Image Classification on FEMNIST (test) (Alpha Weighted Accuracy)Follow80.6Accuracy (alpha=0.1)FedNova72.69674.74876.878.852May 7, 2026Evaluation resultsMethodMethodLinksAccuracy (alpha=0.1)Accuracy (alpha=0.3)Accuracy (alpha=0.5)FedNova2026.0580.680.781.6FedProx2026.05798180.8FedFrozen2026.0578.98181.2FedAvg2026.0578.880.781FedAdam2026.0575.877.178.6FedAvgM2026.0575.47779.3SCAFFOLD2026.057375.877