Current text-to-SQL benchmarks fail to account for the complexity of real-world data stores. Evaluations need to incorporate schema irregularities and production-level data constraints to be valid.
HOW THIS AFFECTS YOU
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researcherYou should prioritize benchmarks that mirror actual database environments over idealized schemas.