ResearchBenchmarksImage Classification on CIFAR-10 (test) (Accuracy at Alpha Perturbation Levels)Image Classification on CIFAR-10 (test) (Accuracy at Alpha Perturbation Levels)Follow92.95Test Accuracy (alpha=0.1)SCAFFOLD58.83867.69476.5585.406May 7, 2026Evaluation resultsMethodMethodLinksTest Accuracy (alpha=0.1)Test Accuracy (alpha=0.3)Test Accuracy (alpha=0.5)SCAFFOLD2026.0592.9594.7595.6FedNova2026.0591.5592.694.4FedProx2026.0591.593.9595.1FedAvg2026.0590.792.793.85FedFrozen2026.0590.493.2594.7FedAdam2026.0574.4589.391.05FedAvgM2026.0560.1565.470.3