Framework for evaluating ANNS algorithms on billion scale datasets.
☆444Jul 13, 2026Updated last month
Alternatives and similar repositories for big-ann-benchmarks
Users that are interested in big-ann-benchmarks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆191Jul 2, 2026Updated last month
- A vector indexing library to bring fast, fresh and filtered search to your database☆1,899Updated this week
- Benchmarks of approximate nearest neighbor libraries in Python☆5,709Jul 10, 2026Updated last month
- ☆235Updated this week
- Algorithms for approximate nearest neighbor search with window filters☆47Feb 5, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Jan 20, 2025Updated last year
- ☆86Sep 4, 2024Updated last year
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆22May 6, 2026Updated 3 months ago
- Collection of datasets for benchmarking filtered vector similarity retrieval☆64Updated this week
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆62Sep 16, 2024Updated last year
- code for satellite system graphs☆124Nov 26, 2023Updated 2 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆734Sep 26, 2025Updated 10 months ago
- [SIGMOD2026] Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search with Task-Centric Benchmarks☆27Dec 31, 2025Updated 7 months ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆216Jun 28, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Graph Library for Approximate Similarity Search☆145Sep 9, 2025Updated 11 months ago
- The repo has been moved to https://github.com/VectorDB-NTU/RaBitQ-Library. [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with…☆252Apr 22, 2026Updated 3 months ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆62Jul 17, 2020Updated 6 years ago
- ☆17Oct 13, 2022Updated 3 years ago
- ⚡ PDX: A Library for Fast Vector Search and Indexing on CPUs (x86, ARM) — for Python and C++. Index millions of vectors in seconds. Searc…☆96Mar 6, 2026Updated 5 months ago
- Puck is a high-performance ANN search engine☆371May 26, 2025Updated last year
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆1,036Updated this week
- Benchmark for filtered ANN search applications☆26Apr 28, 2026Updated 3 months ago
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"☆34Nov 9, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- IO Optimized pgvector☆18Mar 6, 2025Updated last year
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆103Nov 19, 2024Updated last year
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆118Mar 6, 2025Updated last year
- SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.☆72Apr 29, 2025Updated last year
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆81May 16, 2021Updated 5 years ago
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆29Updated this week
- Framework for benchmarking vector search engines☆368Jul 31, 2026Updated last week
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆175Feb 11, 2025Updated last year
- ☆13Jan 1, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.☆137Updated this week
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Aug 16, 2024Updated last year
- Header-only C++/python library for fast approximate nearest neighbors☆5,307Mar 28, 2026Updated 4 months ago
- [VLDB 25] Maximum Inner Product is Query-Scaled Nearest Neighbor☆40Oct 31, 2025Updated 9 months ago
- Benchmark for vector databases.☆1,160Updated this week
- A curated list of awesome works related to high dimensional structure/vector search & database☆358Jul 20, 2026Updated 3 weeks ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆65Jan 22, 2025Updated last year