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#Citation Grounding

Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles

Beginner
Shaohan Wang, Benfeng Xu et al.Feb 2arXiv

This paper builds a live challenge that tests how well Deep Research Agents (DRAs) can write expert-level Wikipedia-style articles.

#Deep Research Agents#Wikipedia Good Articles#Benchmark

MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents

Intermediate
Peizhou Huang, Zixuan Zhong et al.Jan 18arXiv

This paper introduces MMDeepResearch-Bench (MMDR-Bench), a new test that checks how well AI “deep research agents” write long, citation-rich reports using both text and images.

#Multimodal Deep Research#Benchmark#Citation Grounding