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Deep Research on Human-Level English (HLE) (test)

17.6Mean Correct Answer RateOur best agent
3.59127.228110.86514.5019Oct 17, 2025

Evaluation results

MethodLinks
Our best agentType=Live web2025.1017.6
WebSailorType=Live web2025.1012.8
ASearcherType=Live web2025.1011.4
Search-R1Type=Static & simulated web2025.1011.1
DeepResearcherType=Live web2025.1010.22
Our base agentType=Live web2025.109.6
ZeroSearchType=Static & simulated web2025.106.96
R1-SearcherType=Static & simulated web2025.104.13