ResearchBenchmarksFDI Detection on MIMIC ICU Waveforms IIIFDI Detection on MIMIC ICU Waveforms IIIFollow72.5SensitivityDSTAN-Med34.95644.70354.4564.197May 13, 2026Evaluation resultsMethodMethodLinksSensitivityPrecisionF1 ScoreAUCDSTAN-MedParams=2.1MParams=2.1M2026.0572.586.8790.916TranADParams=3.8MParams=3.8M2026.0564.279.3710.863LSTM-AEParams=1.2MParams=1.2M2026.0553.670.8610.772iForestParams=–Params=–2026.0537.655.244.70.668OC-SVMParams=–Params=–2026.0536.454.743.70.654