DeepResearchBench

The 'DeepResearchBench' is a dataset/benchmark used to evaluate the performance of deep research agents in generating and refining research outlines and reports through adversarial optimization between information exploration and exploitation.

Papers using DeepResearchBench (4)

Co-ReAct: Rubrics as Step-Level Collaborators for ReAct Agents2026AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents2026Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization2026Self-Manager: Parallel Agent Loop for Long-form Deep Research2026