To cite RankMap in publications, please use: Cheng J, Li S, Kim S, Ang C, Chew S, Chow P, Liu N (2026). “RankMap: Rank-based reference mapping for fast and robust cell type annotation in spatial and single-cell transcriptomics.” _bioRxiv_. doi:10.64898/2026.03.01.708931 . A BibTeX entry for LaTeX users is @Article{, title = {RankMap: Rank-based reference mapping for fast and robust cell type annotation in spatial and single-cell transcriptomics}, author = {Jinming Cheng and Shengdi Li and Serim Kim and Chow Hiang Ang and Sin Chi Chew and Pierce Kah Hoe Chow and Nan Liu}, journal = {bioRxiv}, year = {2026}, doi = {10.64898/2026.03.01.708931}, }