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References (27)

[1]
DeepSearchQA: Bridging the Comprehensiveness Gap for Deep Research Agents
2026Nikita Gupta, Riju Chatterjee et al.
[2]
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents
2026Peizhou Huang, Zixuan Zhong et al.
[3]
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation
2026Yibo Wang, Lei Wang et al.
[4]
DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Report
2026Ruizhe Li, Mingxuan Du et al.
[5]
ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents
2025Manasi Sharma, Chen Bo Calvin Zhang et al.
[6]
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild
2025Jiayu Wang, Yifei Ming et al.
[7]
FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis
2025Fengbin Zhu, Xiang Yao Ng et al.
[8]
DRBench: A Realistic Benchmark for Enterprise Deep Research
2025Amirhossein Abaskohi, Tianyi Chen et al.
[9]
DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis
2025Liana Patel, Negar Arabzadeh et al.
[10]
Deep Research: A Survey of Autonomous Research Agents
2025Wenlin Zhang, Xiaopeng Li et al.
[11]
ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks
2025Minghao Li, Ying Zeng et al.
[12]
ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry
2025Tianze Xu, Pengrui Lu et al.
[13]
Deep Research Agents: A Systematic Examination And Roadmap
2025Yuxuan Huang, Yihang Chen et al.
[14]
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
2025Kaiyuan Chen, Yixin Ren et al.
[15]
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
2025Mingxuan Du, Benfeng Xu et al.
[16]
ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
2025Jie Ruan, Inderjeet Nair et al.
[17]
MedBrowseComp: Benchmarking Medical Deep Research and Computer Use
2025Shan Chen, Pedro Moreira et al.
[18]
Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks
2025Antoine Bigeard, Langston Nashold et al.
[19]
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2025Jason Wei, Zhiqing Sun et al.
[20]
Humanity's Last Exam
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Showing 20 of 27 references

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