Real‑world text‑to‑SQL benchmarks must tackle data‑store challenges

A new blog post on ACM’s website highlights shortcomings in current text‑to‑SQL benchmarks. The author stresses that many tests ignore the intricacies of real‑world databases. Complex schema designs and varied query patterns are cited as common obstacles. The piece calls for benchmarks that simulate authentic data‑store environments. It suggests incorporating diverse data models to evaluate system robustness. The argument aims to guide future research toward more practical evaluations. The post was published in July 2026, targeting the database community. Adoption of these recommendations could improve the relevance of academic studies.