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2025 / Benchmark

VectorSQLBench

Text2VectorSQL: Towards a Unified Interface for Vector Search and SQL Queries

What it contributes

Benchmarks generation of queries combining relational operations and vector search, spanning three database backends and four source collections. Examines result omissions when SQL filters interact with vector retrieval.

How to read the evidence

An adjacent query-generation benchmark. Vector similarity is a retrieval operation and does not establish the quality or efficiency of arbitrary model-backed filters, joins, or aggregations.

We checked the primary publication record and abstract. This profile summarizes author-reported work; it does not claim a full-paper audit, implementation audit, or independent reproduction.

Explore the connections

Query generationVector searchHybrid data