ResearchBenchmarksBinary Classification on PneumoniaMNIST (Range 50-75)Binary Classification on PneumoniaMNIST (Range 50-75)Follow0.537MSE LossPoR0.4996680.7516591.003651.255641Jan 12, 2026Evaluation resultsMethodMethodLinksMSE LossAccuracyRecallPrecisionPoREpochs=5, Rounds=15, F...Epochs=5, Rounds=15, Federated=true2026.010.53789.5894.6289.35PoREpochs=25, Rounds=N/A,...Epochs=25, Rounds=N/A, Federated=false2026.010.97280.6198.7276.85PoREpochs=100, Rounds=N/A...Epochs=100, Rounds=N/A, Federated=false2026.011.470383.4998.9779.59