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Text-to-SQL Benchmarks Fall Short of Real-World Database Complexity

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A discussion on Hacker News has highlighted a critical gap between current text-to-SQL benchmarks and the challenges posed by real-world data stores. The concern, linked to an article published on the ACM blog, suggests that existing evaluation methods do not adequately reflect the complexity found in production databases. Researchers and practitioners argue that benchmarks must be redesigned to capture real-world difficulties in order to be meaningful. The post received 11 points on Hacker News, indicating modest but notable interest from the technical community.

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Text-to-SQL Benchmarks Fall Short of Real-World Database Complexity · ShortSingh