Package: BenchHub Title: Comprehensive Collection of Curated Benchmarking Datasets and their Evaluation Version: 0.99.15 Authors@R: c( person("Cabiria", "Liang", , "xiaoqi.liang@sydney.edu.au", role = "aut"), person("Sanghyun", "Kim", , "sanghyun.kim@sydney.edu.au", role = "aut"), person("Nick", "Robertson", , "nicholas.robertson@sydney.edu.au", role = c("aut")), person("Marni", "Torkel", , "marni.torkel@sydney.edu.au", role = "aut"), person("Yue", "Cao", , "yue.cao@sydney.edu.au", role = "aut", comment = c(ORCID = "0000-0002-2356-4031")), person("Dario", "Strbenac", , "dario.strbenac@sydney.edu.au", role = "aut"), person("Jean", "Yang", , "jean.yang@sydney.edu.au", role = "aut"), person("SOMS", "Maintainer", , "maths.bioconductor@sydney.edu.au", role = c("aut", "cre")) ) Description: The trio is the combination of a data set, a metric and supporting evidence which provides some best case scenario, if not the ground truth itself. BenchHub has data downloaders for FigShare, G.E.O., and ExperimentHub. Caching is used to avoid lengthy downloads after the first time a data set is accessed. The user may also specify their own data set and supporting evidence. The Benchmark Insights module provides functionality for comparing and contrasting the performance of alternative algorithms. biocViews: Infrastructure, DataImport, DataRepresentation, Software, WorkflowStep, Visualization License: MIT + file LICENSE Encoding: UTF-8 Language: en-GB Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Depends: R (>= 4.5.0) Imports: cli, fs, glue, R6, rlang, httr2, stringr, purrr, dplyr, reshape2, utils, curl, googlesheets4, survAUC, Hmisc, ggrepel, ggsci, ggcorrplot, broom, dotwhisker, splitTools, magrittr, withr, ggplot2, data.table, jsonlite Suggests: anndata, readr, GEOquery, ExperimentHub, zen4R, knitr, ks, rmarkdown, SingleCellExperiment, SummarizedExperiment, survival, cvTools, funkyheatmap, testthat (>= 3.0.0), clusterProfiler, DOSE, DO.db, EnsDb.Hsapiens.v86, BiocStyle, tidyverse, glmnet, scran, scuttle, edgeR VignetteBuilder: knitr Config/testthat/edition: 3 BugReports: https://github.com/SydneyBioX/BenchHub/issues URL: https://sydneybiox.github.io/BenchHub/ Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-04-29 03:20:16 UTC RemoteUrl: https://github.com/bioc/BenchHub RemoteRef: HEAD RemoteSha: 7f702ca89fc07193d8369245b73d2fe4bbec1968 NeedsCompilation: no Packaged: 2026-06-21 00:45:34 UTC; root Author: Cabiria Liang [aut], Sanghyun Kim [aut], Nick Robertson [aut], Marni Torkel [aut], Yue Cao [aut] (ORCID: ), Dario Strbenac [aut], Jean Yang [aut], SOMS Maintainer [aut, cre] Maintainer: SOMS Maintainer