Expired75% confidenceBenchmarkExact time
In mainstream Text-to-SQL benchmarks such as Spider and BIRD, top models have already exceeded 85% accuracy.
3
Sources
75%
Confidence
Medium-term (~90 days)
Relevance
7/19/2026
First Seen
Valid until: 10/17/2026(expired)
Sources
Apache Ossie：打破语义孤岛的开放元数据交换标准
Related Claims
UnverifiedNL2SQL technology has achieved over 80% accuracy on benchmarks such as Spider, but accuracy drops significantly on complex operations such as multi-table JOINs and subqueries.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%74% 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70% similarUnverifiedOn the Spider benchmark, the accuracy of state-of-the-art models rose from under 20% in 2018 to over 80%69% similarUnverifiedUnder the leave-one-author-out cross-validation setting, the strongest model achieved an accuracy of 81.42%.68% similar
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