Extended Data Fig. 8: Benchmarking analysis on human kidney multi-omics dataset.
From: Recovery of biological signals lost in single-cell batch integration with CellANOVA
(a) Comparison of methods from three complementary perspectives: batch correction, cell type prediction, and preservation of biological signals beyond cell type. (b) Performance of each method measured by different metrics from each perspective and overall performance percentiles of those methods. Performance scores for individual metrics are rank-based and have been normalized within a 0 to 1 range. For each metric, a higher score indicates better performance.
