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cff-version: 1.2.0
message: "If you use scMultiBench, please cite the Nature Methods paper listed as the preferred citation."
title: "scMultiBench: Multi-task benchmarking of single-cell multimodal omics integration methods"
type: software
authors:
- family-names: "Liu"
given-names: "Chunlei"
orcid: "https://orcid.org/0000-0002-1138-7488"
- family-names: "Ding"
given-names: "Sichang"
- family-names: "Kim"
given-names: "Hani Jieun"
- family-names: "Long"
given-names: "Siqu"
orcid: "https://orcid.org/0000-0003-0590-7587"
- family-names: "Xiao"
given-names: "Di"
- family-names: "Ghazanfar"
given-names: "Shila"
orcid: "https://orcid.org/0000-0001-7861-6997"
- family-names: "Yang"
given-names: "Pengyi"
orcid: "https://orcid.org/0000-0003-1098-3138"
repository-code: "https://github.com/PYangLab/scMultiBench"
url: "https://github.com/PYangLab/scMultiBench"
license: "Apache-2.0"
abstract: "A benchmark script collection for evaluating single-cell multimodal omics integration methods across dimension reduction, batch correction, clustering, classification, imputation, feature selection, and spatial registration tasks."
preferred-citation:
type: article
title: "Multitask benchmarking of single-cell multimodal omics integration methods"
authors:
- family-names: "Liu"
given-names: "Chunlei"
orcid: "https://orcid.org/0000-0002-1138-7488"
- family-names: "Ding"
given-names: "Sichang"
- family-names: "Kim"
given-names: "Hani Jieun"
- family-names: "Long"
given-names: "Siqu"
orcid: "https://orcid.org/0000-0003-0590-7587"
- family-names: "Xiao"
given-names: "Di"
- family-names: "Ghazanfar"
given-names: "Shila"
orcid: "https://orcid.org/0000-0001-7861-6997"
- family-names: "Yang"
given-names: "Pengyi"
orcid: "https://orcid.org/0000-0003-1098-3138"
journal: "Nature Methods"
year: 2025
month: 10
day: 13
volume: 22
start: 2449
end: 2460
doi: "10.1038/s41592-025-02856-3"
url: "https://www.nature.com/articles/s41592-025-02856-3"