Peformance of EM-Bright data products on the O3 MDC

The performance of EM-Bright data products across online CBC pipelines is shown below. Events with FAR threshold of FAR < 1/6*month were used in this analysis. For detailed description of the Mock Data Challenge (MDC) and dataset used to produce these results, please refer to arXiv:2308.04545.

ROC curve for HasNS

Fig: ROC curve showing performance of HasNS across four online CBC pipelines

ROC curve for HasRemnant

Fig: ROC curve showing performance of HasRemnant across four online CBC pipelines

ROC curve for HasMassGap

Fig: ROC curve showing performance of HasMassGap across four online CBC pipelines