Agents3h ago
PExA Hits 70.2% Accuracy on Spider 2.0
The PExA framework achieves 70.2% execution accuracy on the Spider 2.0 benchmark. It treats text-to-SQL generation like software test coverage, executing atomic SQL queries in parallel to verify semantic accuracy. This approach reduces the latency penalty typical of iterative agents. Practitioners gain a more reliable method for grounding complex database queries.