FloodSQL-Bench: A Retrieval-Augmented Benchmark for Geospatially-Grounded Text-to-SQL

The article introduces FloodSQL-Bench, a new benchmark designed for evaluating Text-to-SQL models that incorporate geospatial information. This suggests a focus on improving the ability of language models to understand and process queries related to location data. The use of 'retrieval-augmented' implies the benchmark likely tests models that leverage external knowledge sources to answer questions.