ResearchBenchmarksCausal Variable Selection on Alarm CATECHOLCausal Variable Selection on Alarm CATECHOLFollow27.67Computation Time (s)LIME-211.28321,401.65093,014.5854,627.5191Dec 25, 2025Evaluation resultsMethodMethodLinksComputation Time (s)LIMEParent Vars.=3 / ARTCO...Parent Vars.=3 / ARTCO2, SAO2, TPR2025.1227.67CENNETParent Vars.=3 / ARTCO...Parent Vars.=3 / ARTCO2, SAO2, TPR2025.1235.37S-LIMEParent Vars.=3 / ARTCO...Parent Vars.=3 / ARTCO2, SAO2, TPR2025.1281.91SHAPParent Vars.=3 / ARTCO...Parent Vars.=3 / ARTCO2, SAO2, TPR2025.12269.83ACVParent Vars.=3 / ARTCO...Parent Vars.=3 / ARTCO2, SAO2, TPR2025.126,001.5