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    <identifier>10.57760/sciencedb.37885</identifier>
    <datestamp>2026-05-22T08:48:36Z</datestamp>
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  <dc:date>2026-05-22</dc:date>
  <dc:title>SciHorizon-Gene: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding</dc:title>
  <dc:identifier>doi:10.57760/sciencedb.37885</dc:identifier>
  <dc:language>en</dc:language>
  <dc:description>SciHorizon-GENE is a large-scale gene-centric benchmark constructed from authoritative biological databases to systematically evaluate LLM performance in gene-level biological understanding and reasoning. The benchmark is designed to analyze model behavior in realistic scientific scenarios and to identify limitations that affect the reliability of LLMs in biological research settings.</dc:description>
  <dc:subject>Large language models; Benchmarking and evaluation; Genomics</dc:subject>
  <dc:creator>Xiaohan Huang</dc:creator>
  <dc:creator>Meng Xiao</dc:creator>
  <dc:creator>Chuan Qin</dc:creator>
  <dc:creator>Qingqing Long</dc:creator>
  <dc:creator>Jinmiao Chen</dc:creator>
  <dc:creator>Yuanchun Zhou</dc:creator>
  <dc:creator>Hengshu Zhu</dc:creator>
  <dc:rights>PUBLIC</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/</dc:rights>
  <dc:type>dataset</dc:type>
  <dc:publisher>Science Data Bank</dc:publisher>
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