HNSW vs IVF-PQ vs LSH: Approximate Nearest Neighbor Algorithms Compared
How HNSW, IVF-PQ, and LSH compare for approximate nearest neighbor (ANN) search — recall, latency, memory, build cost, and update characteristics — with Annoy, ScaNN, and DiskANN included for completeness.
15 min readConcept