Unverified50% confidenceFactExact time
The study found that directed reasoning (SQL2S and S2SQL) is significantly more difficult than parallel cross-validation (Parallel).
1
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50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
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Related Claims
UnverifiedThe SQL2S mode requires performing a SQL query first and then conducting a web search with the results, the S2SQL mode is the reverse, and the Parallel mode retrieves evidence in parallel and then performs cross-validation.74% similarUnverifiedNL2SQL（Natural Language to SQL）在大模型时代准确率得到质的飞跃，但仍面临多表关联、业务术语歧义等挑战70% similarUnverified从数据库取数等简单任务用SQL和关系型数据库比调用大模型更高效，属于架构错配问题70% similarUnverifiedThe HybridDeepResearch benchmark covers three reasoning modes: SQL2S, S2SQL, and Parallel.67% similarUnverifiedMySQL的多表查询、SQL优化、存储过程是拉开测试人员差距的关键数据库技能64% similar
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