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#artificial intelligence Preprint Jan 2026

IDRBench: Benchmarking the Interactive Capabilities of Deep Research Agents

IDRBench is introduced, a benchmark for evaluating interactive deep research with controlled opportunities for clarification, and shows that access to clarification alone does not guarantee better outcomes: success depends on what agents ask and how effectively they incorporate the resulting feedback.

Yingchaojie Feng, Qiang Huang, Xiao-Yan Xie et al. · 2 citations

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