AI RESEARCH
SGR-Bench: Benchmarking Search Agents on State-Gated Retrieval
arXiv CS.AI
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ArXi:2605.22219v1 Announce Type: new Recent advances in large language models and tool-using agents have expanded the range of benchmarked web tasks. Yet an important class of specialized retrieval tasks remains undercharacterized. On many specialized data-retrieval websites, answer-bearing evidence becomes accessible only after establishing the correct site-specific retrieval state through filters, views, hierarchies, or scopes. We term this capability state-gated retrieval (SGR). We