ScholarGym: Benchmarking Large Language Model Capabilities in the Information-Gathering Stage of Deep Research

Hao Shen, Hang Yang, Zhouhong Gu +1

Large language models have advanced from single-turn question answering to deep research systems that iteratively decompose research questions, invoke retrieval tools, and synthesi…