ResearchBenchmarksFDI Detection on PhysioNet Bedside ICU Vitals 2012FDI Detection on PhysioNet Bedside ICU Vitals 2012Follow73.3SensitivityDSTAN-Med35.75645.50355.2564.997May 13, 2026Evaluation resultsMethodMethodLinksSensitivityPrecisionF1 ScoreAUCDSTAN-MedParams=2.1MParams=2.1M2026.0573.387.6800.924TranADParams=3.8MParams=3.8M2026.0565.680.172.10.876LSTM-AEParams=1.2MParams=1.2M2026.055572.362.40.784iForestParams=–Params=–2026.0539.958.447.30.682OC-SVMParams=–Params=–2026.0537.256.144.80.661