Benchmarking vector indexes
Summary
This Percona blog post explains vector index benchmarking, detailing ANN concepts and two popular designs (HNSW and IVF). It emphasizes fair measurement of recall vs throughput, ground truth, and the importance of consistent hardware and build methods for meaningful comparisons in vector search within databases.