ResearchBenchmarksBinary Classification on PneumoniaMNIST (Range 0-25)Binary Classification on PneumoniaMNIST (Range 0-25)Follow0.5253MSEPoR0.5116040.6040520.69650.788948Jan 12, 2026Evaluation resultsMethodMethodLinksMSEAccuracyRecallPrecisionPoREpochs=5, Rounds=15, F...Epochs=5, Rounds=15, Federated=true2026.010.525384.6287.9587.5PoREpochs=25, Rounds=N/A,...Epochs=25, Rounds=N/A, Federated=false2026.010.722881.7397.9578.28PoREpochs=100, Rounds=N/A...Epochs=100, Rounds=N/A, Federated=false2026.010.867783.8197.4480.68