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Papers Benchmarks Datasets Tasks

Deep Research Report Generation research benchmarks · SOTA2 Research

Deep Research Report Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DeepResearch Bench

tavily-research

52.84Comprehensiveness

89

Jun 9, 2026

50.7Overall Score

24

Jun 16, 2026

IntentRL clarify

7.21P-Score

22

Feb 26, 2026

CollabLLM clarify

0.626Quality

22

Feb 26, 2026

75.42Relevance

12

Feb 26, 2026

4.15Informativeness

9

May 14, 2026

DeepResearchGym Commercial 100

80.55KPR

9

Feb 26, 2026

Top-down setting 1.0 (test)

66.3Numeric Grounding

3

Apr 1, 2026

Popular datasets

DeepResearch Bench MMR-Bench Rigorous Bench PDR-Bench QRC

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