PromptBio-Bench: Benchmarking LLM-based Bioinformatics Agents for End-to-End Data Analysis
Wenbin Guo, Minzhe Zhang, Bowei Han, Youjia Ma, Yang Leng, Shishir Hebbar, Xiaoyuan Zhou, Wenhao Gu, Xiao Yang, Shashi Dhar
PromptBio-Bench evaluates LLM-based bioinformatics agents across 244 tasks, showing comparable performance between Biomni and ToolsGenie but declining accuracy with task difficulty.
bioRxiv · Jun 1, 2026 · PreprintBioinformatics