ResearchBenchmarksPersonalized Federated Learning on MNIST pathological non-IID (100 clients, 480 samples)Follow99.38Top-1 AccSuPerFed-MM81.80486.36790.9395.493Sep 16, 2021Evaluation ResultsMethodMethodLinksTop-1 AccSuPerFed-MMMixing Method=Model Mi...Mixing Method=Model Mixing2021.0999.38SuPerFed-LMMixing Method=Layer Mi...Mixing Method=Layer Mixing2021.0999.31FedRep2021.0999.04FedPer2021.0998.67Ditto2021.0997.13FedAvg2021.0995.5SCAFFOLD2021.0993.25LG-FedAvg2021.0990.58FedProx2021.0989.78APFL2021.0989.1pFedMe2021.0982.48