ESQ-Bench: A Multi-Tier Enterprise Oracle Benchmark for Evaluating NL2SQL Dialect Generalization and Silent Semantic Divergence

arXiv:2608.23569 · cs.AI · Submitted 2026-06-12 · Read on arXiv

cs.AI

Submitted: 2026-06-12

Updated: 2026-06-12

Comments: 20 pages, 3 figures, 10 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 4× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Generalization — 1× in this paper · explained in 13 episodes

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