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Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/86864, first published .
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Performance Gaps and Optimization Strategies in Chinese Medical Large Language Models Based on MedBench: Evaluation Study

Performance Gaps and Optimization Strategies in Chinese Medical Large Language Models Based on MedBench: Evaluation Study

Luyi Jiang   1 * , MD ;   Jiayuan Chen   2 * , MD ;   Lu Lu   2 , MD ;   Xinwei Peng   2 , MD ;   Lihao Liu   2 , PhD ;   Junjun He   2 , PhD ;   Jie Xu   2 , DHM

1 Shanghai Health Development Research Center (Shanghai Medical Information Center), Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China

2 Shanghai Artificial Intelligence Laboratory, Shanghai, China

*these authors contributed equally

Corresponding Author:

  • Jie Xu, DHM
  • Shanghai Artificial Intelligence Laboratory
  • No. 129 Longwen Road, Xuhui District
  • Shanghai 200235
  • China
  • Phone: 86 15221828927
  • Email: xujie@pjlab.org.cn