Results of DR methods on Bian dataset. (A) Scatterplots of embeddings for each DR method. Each point represents a cell and the colors correspond to true cell type labels. (B) After applying K-means clustering to the first five dimensions of each method’s embedding to obtain cell clusters, performance was assessed using ARI and NMI to quantify alignment with ground truth cell labels.