Natural language to SQL query generation evaluates text-to-query fidelity and schema reasoning. This task is particularly relevant for analytics chat assistants and simplified database interfaces where users need to query data using natural language. Models must understand both the intent behind the question and the structure of the underlying database schema.
What is the total revenue from all vehicle sales?SELECT SUM(sale_price) AS total_revenue FROM sales;SELECT COALESCE(SUM(s.sale_price), 0) AS total_revenue FROM sales s;