一作SIGIR 2026Poster· Information Retrieval (Resource)
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent
Tongzhou Wu · Yuhao Wang · xinyu ma · xiuqiang He · Shuaiqiang Wang · Dawei Yin · an Jiaotong University)
摘要
Deep-research agents are capable of executing multi-step web exploration, targeted retrieval, and sophisticated question answering. Despite their powerful capabilities, deep-research agents face two critical bottlenecks: (1) the lack of large-scale, challenging datasets with real-world difficulty...