RubricAtlas: Mining Type-Level Rubrics from Expert Reports to Evaluate Deep Research Agents.

arXiv:2610.36878v1 Announce Type: new Abstract: Deep research agents conduct multi-step Web searches and synthesise retrieved information into analytical reports. Evaluating these outputs requires checking which analyses they deliver, beyond the presence of re