2026-10-13T21:52:38Z https://www.scidb.cn/oai

10.57760/sciencedb.37614 2026-05-20T11:01:56Z

2026-05-20 BioFlowBench doi:10.57760/sciencedb.37614 en BioFlowBench is a comprehensive benchmark designed to evaluate the bioinformatics tool-use capabilities of Large Language Models (LLMs) and LLM-based agents.The dataset contains a total of 5,071 test samples across a wide range of biological domains (genomics, transcriptomics, proteomics) and is built upon a multi-source bioinformatics tool knowledge graph (BioKG) containing 1,143 tool entities, 3,274 version nodes, and 173 workflows. Bioinformatics; Tools; bioinformatics; Large Language Models; benchmark YuFei Hou Jiajia Wang Ke Xiang Qingqing Long Yuanchun Zhou Zhen Meng PUBLIC https://creativecommons.org/licenses/by-nc/4.0/ dataset Science Data Bank