Article

GeneBench: Assessing AI Agents for Multi-Stage Inference Problems in Genomics and Quantitative Biology

2026-04-23

Abstract excerpt

We introduce GeneBench, a benchmark for AI agents on realistic multi-stage scientific data analysis in genetics and quantitative biology. Existing biology benchmarks mostly measure knowledge retrieval, execution of routine pipelines, or a single analysis step. Yet they do not capture the broader scope of work that occupies much of computational scientists’ time: cleaning and normalizing assay, phenotype, or clinic...

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Literature Corpus work: c8feba63-4535-5184-97ce-965fb09d842b
DOI: 10.64898/2026.04.22.720113

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