receiver-operator characteristic curve (AUROC) as our proxy for coverage (as used in Seurat's ROC test (Stuart et al., 2019) or LIGER's marker detection (Welch et al., 2019;Liu et al., 2020)), FC of the detection rate (FCd) as our proxy for signal-to-noise when we consider indi...