Unverified85% confidenceBenchmarkExact time
On the Spider benchmark, the accuracy of state-of-the-art models rose from under 20% in 2018 to over 80%
1
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85%
Confidence
Long-term
Relevance
8/2/2026
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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74% similarUnverifiedNL2SQL 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.72% similarUnverified80% of accuracy improvement comes from engineering, and 20% comes from model capability.70% similarUnverifiedIn mainstream Text-to-SQL benchmarks such as Spider and BIRD, top models have already exceeded 85% accuracy.69% 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%68% similar
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