Unverified60% confidenceBenchmarkExact time
NL2SQL 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.
2
Sources
60%
Confidence
Long-term
Relevance
8/5/2026
First Seen
Sources
Related Claims
VerifiedIn mainstream Text-to-SQL benchmarks such as Spider and BIRD, top models have already exceeded 85% accuracy.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% similarUnverified移除歧义后所有模型准确率提升26.8至40.2个百分点，Gemini甚至达到81%，表明歧义是深度搜索代理最大性能瓶颈之一64% similar
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