Benchmarks

Note

The open-source SVS library supports all functionalities and features described in this documentation, except for our proprietary vector compression techniques, specifically LVQ [ABHT23] and Leanvec [TBAH24]. These techniques are closed-source and supported exclusively on Intel hardware. We provide shared library and PyPI package to enable these vector compression techniques in C++ and Python, respectively.

Contents:

• Benchmarks for Static Indexing
• Benchmarks for Dynamic Indexing
• Ablation Studies