---
id: 20260827-T0-07
title: "ESQ-Bench：专测企业级Oracle数据库的NL2SQL新基准"
title_en: "ESQ-Bench: New Benchmark Tests NL2SQL on Enterprise Oracle"
url: https://ai.daily.yangsir.net/daily/20260827-T0-07
issue_date: 2026-08-27
publish_date: 2026-08-26T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2608.23569
---

# ESQ-Bench：专测企业级Oracle数据库的NL2SQL新基准

现有NL2SQL基准（如Spider）在简化学术模式上准确率超89%，但无法反映企业环境的复杂性。新基准ESQ-Bench模拟真实企业Oracle数据库，评估模型在方言泛化和处理静默语义分歧方面的能力，为NL2SQL模型在工业界的落地提供更可靠的测试。

## English Version

**ESQ-Bench: New Benchmark Tests NL2SQL on Enterprise Oracle**

Current NL2SQL benchmarks like Spider report >89% accuracy on simplified academic schemas, but fail to reflect enterprise complexity. New benchmark ESQ-Bench simulates real enterprise Oracle databases, testing models on dialect generalization and silent semantic divergence, providing more reliable evaluation for industrial deployment.

---

**来源**：[arXiv cs.AI](https://arxiv.org/abs/2608.23569)

**详情页**：https://ai.daily.yangsir.net/daily/20260827-T0-07

---

*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*