BiomniBench: Process-level Evaluation of LLM Agents for Real-world Biomedical Research
Yuanhao Qu, Yingzhou Lu, Xinming Tu, Serena Zhang, Tianwei She, Alexander Glenn Shaw, Jou‐Ho Shih, Bingqing Zhao, Minjie Shen, Haochen Yang, Jielin Yan, Rongchuan Zhang, Xinze Wu, Tingting Li, Bin Zhou, , Kexin Huang
BiomniBench evaluates LLM agents' research processes in biomedical tasks using expert rubrics, revealing performance gaps in method selection and reasoning.
bioRxiv · May 18, 2026 · PreprintBioinformatics