Figure 7.

Evaluation of imputation methods for clustering consistency. To evaluate the performance of different imputation methods, a set of datasets with significant variations in clustering performance was selected, including the PBMC dataset (ARI = 0.79), the Mouse bladder cells dataset (ARI = 0.57), and the Worm neuron cells dataset (ARI = 0.33). (A) ARI for three types of widely varying datasets under different imputation methods. (B) NMI for three types of widely varying datasets under different imputation methods.