Conference
Open access
Jul 2026
SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration
SciExplore is introduced, a benchmark designed to evaluate scientific information-seeking and reasoning capabilities of LLMs and agents, revealing substantial performance gaps with performance degrading sharply as task complexity increases and extremely low accuracy on the most challenging structured synthesis tasks.
Yinhao Tang, Youqing Fang, Yanan Sun et al.
· Annual Meeting of the Associ... · 1 citation