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Search and deep research

DeepResearchBench

Long-form research report generation on 100 research tasks.

About DeepResearchBench

What it measures

RACE report-quality and FACT citation/factuality evaluations.

Scope & limitations

The official evaluator changed in 2026. Pin judge and reference reports; results under different judges are not interchangeable.

Evaluation environment

Research system returning reports and citations; fixed judge pipeline.

Source

Original benchmark

Dataset & task catalog ↗