Unverified75% confidenceFactTime unknown
GPT-4等大模型在Spider等基准测试上的零样本或少样本SQL生成准确率已超过80%
1
Sources
75%
Confidence
Long-term
Relevance
6/2/2026
First Seen
Sources
吴恩达新课：构建数据库Agent智能体全解析
bilibiliAgent吴恩达
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Related Claims
Unverified在Spider基准上，早期单模型方案准确率约为70%，GPT-4等大模型将其提升到80%以上，多智能体协作策略的系统已能达到85%甚至更高的执行准确率79% similarUnverifiedNL2SQL 技术在 Spider 等基准测试上已达到80%以上的准确率，但在多表 JOIN 和子查询等复杂操作中准确率显著下降76% similarUnverified在 Spider、BIRD 等主流 Text-to-SQL 评测中顶级模型准确率已超过 85%74% similarUnverifiedO4-mini在GPQA博士级问答评测中准确率超过80%74% similarUnverifiedOn the Spider benchmark, the accuracy of state-of-the-art models rose from under 20% in 2018 to over 80%68% similar
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