ResearchBenchmarksImage Classification on MNIST (ACC)Follow99.5AccuracySHARE95.121696.258397.39598.5317Jun 22, 2023Dec 16, 2023Jun 10, 2024Dec 5, 2024May 31, 2025Nov 24, 2025May 21, 2026Evaluation ResultsMethodMethodLinksAccuracySHARE2023.0699.5FedSGD2026.0599.38FedProx2023.0699.3FedRO2023.0699.3FedAvg2023.0699.1EnCAgg2026.0598.6DPFLA2026.0598.58TMean2026.0598.55FLGuardian2026.0598.09FLTrust2026.0598.08Median2026.0597.09Krum2026.0595.29