ResearchBenchmarksBinary classification on PneumoniaMNIST (Range 75-100)Binary classification on PneumoniaMNIST (Range 75-100)Follow0.5533MSEPoR0.5469480.5898240.63270.675576Jan 12, 2026Evaluation resultsMethodMethodLinksMSEAccuracyRecallPrecisionPoREpochs=5, Rounds=15, F...Epochs=5, Rounds=15, Federated=true2026.010.553388.7895.1387.91PoREpochs=100, Rounds=N/A...Epochs=100, Rounds=N/A, Federated=false2026.010.674187.0293.3386.87PoREpochs=25, Rounds=N/A,...Epochs=25, Rounds=N/A, Federated=false2026.010.712182.0596.6779.2