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  5. DeepSearchQA
Evaluation & Benchmarks

DeepSearchQA

DeepSearchQA is an emerging 2026 benchmark for evaluating multi-step research and retrieval-augmented question answering.

Ask Melo about this← all terms

Like BrowseComp, DeepSearchQA tests an agent's ability to chain search and retrieval steps toward a verifiable answer rather than recall a memorized fact, but it is new enough that only a handful of organizations have reported it and no stable score comparison exists yet.

Related terms

BrowseCompAgent EvaluationMMLU-ProPostTrainBenchNVIDIA ACESInter-Annotator Agreement

Where DeepSearchQA comes up

  • OpenRouter Web Search Benchmarks: How to Pick a Search Tool for Agents
  • Apodex 1.0-mini: 35B Open Model Tops FutureX — Beats Sonnet 4.6 and GPT-5.5
  • Muse Spark 1.3: Meta's Model Ties Opus 5 on Coding Benchmarks