Benchmarking of MaxFuse and other methods for cell-type annotation on human tonsil CODEX data 49 , 50 . Automated annotations were compared with human-expert annotations of human tonsil CODEX data. Left, MaxFuse cell-type annotation of CODEX cells by label transfer of matched human tonsil scRNA-seq cells. Middle, CELESTA 57 cell-type annotation by using CODEX protein expression levels and previous knowledge on marker expression and cell population information. Right, Astir 58 cell-type annotation by using CODEX protein expression levels and previous knowledge on marker expression and cell population information. Acc, accuracy; DC, dendritic cells.