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Data · sqlsure.ai · Monday, 13 July 2026

BIRD benchmark’s gold queries are buggy, inflating text‑to‑SQL scores

sqlsure discovered that the BIRD (and Spider) text-to-SQL benchmarks contain gold queries that are outright wrong. A deterministic checker flagged 15 dev queries, confirming 14 errors, including a query that overcounts by a factor of eight. This means model accuracy scores have been inflated, misleading both research and enterprise deployments.

Read the source: sqlsure.ai ↗In the 13 July issue →