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Deep Research Evaluation research benchmarks · SOTA2 Research

Deep Research Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Deep Research Bench first training epoch (step 600)

Tournament-GRPO

52.09Readability

17

May 27, 2026

Deep Research Bench (step 1100)

Tournament-GRPO

53.81Readability

16

May 27, 2026

Smolagents Open DR

63.97WQ

3

Feb 26, 2026

ResearchRubrics

Smolagents Open DR

66.6WQ Score

3

Feb 26, 2026

LiveResearchBench

Smolagents Open DR

61.71WQ

3

Feb 26, 2026

DeepResearchBench

Tongyi Deep Research

63.95WQ

3

Feb 26, 2026

Popular datasets

Deep Research Bench Aggregate RESEARCHRUBRICS DeepResearchBench LiveResearchBench

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