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This dataset was generated by running the data-raw/scib_summary.R script. This script downloads data for the RNA tasks from the scIB reproducibility repository and summarises it similarly (but not exactly like) what was done in the original paper to give a final ranking of the top performing methods. It is used in the scIB vignette (vignette("scIB")) to reproduce the overall summary figure in Luecken et al. 2021.




An object of class tbl_df (inherits from tbl, data.frame) with 20 rows and 27 columns.


Luecken MD, Büttner M, Chaichoompu K, Danese A, Interlandi M, Mueller MF, Strobl DC, Zappia L, Dugas M, Colomé-Tatché M, Theis FJ (2021). “Benchmarking atlas-level data integration in single-cell genomics.” Nature methods. doi:10.1038/s41592-021-01336-8 .