Text-to-SQL benchmarks must address real-world data stores

Any text-to-SQL benchmark should address difficulties of real-world data stores. Existing benchmarks fail to capture challenges like messy schemas, missing values, and complex joins found in production databases. A new benchmark design is proposed to better evaluate real-world performance.