Unverified50% confidenceBenchmarkExact time
NL2SQL 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
1
Sources
50%
Confidence
Long-term
Relevance
8/5/2026
First Seen
Sources
Related Claims
Unverified在 Spider、BIRD 等主流 Text-to-SQL 评测中顶级模型准确率已超过 85%77% similarUnverifiedGPT-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%76% similarUnverified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72% similarUnverifiedOn the Spider benchmark, the accuracy of state-of-the-art models rose from under 20% in 2018 to over 80%72% similarUnverifiedText-to-SQL accuracy rates can now exceed 90% with Agent architectures and deep AI engineering practices65% similar
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