AnalysisAI ModelsJuly 22, 2026

Text-to-SQL benchmarks miss real-world data complexities

Current text-to-SQL benchmarks oversimplify database schemas and queries, making them poor predictors of real-world performance. The article calls for benchmarks that include data distribution, schema complexity, and ambiguous queries.

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