ESQ-Bench: A New Benchmark for Enterprise NL2SQL Models

ESQ-Bench introduces a more realistic evaluation for NL2SQL models, focusing on the complexities of enterprise database environments.

It addresses the limitations of existing academic benchmarks.

The benchmark includes systematic complexity tiers.

Silent semantic divergence is evaluated across different scenarios.

Source: https://arxiv.org/abs/2608.23569