Framework for evaluating ANNS algorithms on billion scale datasets.
☆450Jul 13, 2026Updated 2 months ago
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 2 months ago
- A vector indexing library to bring fast, fresh and filtered search to your database☆1,930Updated this week
- Benchmarks of approximate nearest neighbor libraries in Python☆5,736Jul 10, 2026Updated 2 months ago
- ☆235Updated this week
- Algorithms for approximate nearest neighbor search with window filters☆47Feb 5, 2024Updated 2 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.
- ☆14Jan 20, 2025Updated last year
- ☆35Jan 22, 2025Updated last year
- ☆85Sep 4, 2024Updated 2 years ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆21May 6, 2026Updated 4 months ago
- Collection of datasets for benchmarking filtered vector similarity retrieval☆64Aug 8, 2026Updated last month
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆62Sep 16, 2024Updated 2 years ago
- code for satellite system graphs☆124Nov 26, 2023Updated 2 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆736Sep 26, 2025Updated 11 months ago
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆19Nov 12, 2020Updated 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.
- [SIGMOD2026] Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search with Task-Centric Benchmarks☆27Dec 31, 2025Updated 8 months ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆216Jun 28, 2021Updated 5 years ago
- Graph Library for Approximate Similarity Search☆148Sep 9, 2025Updated last year
- The repo has been moved to https://github.com/VectorDB-NTU/RaBitQ-Library. [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with…☆256Apr 22, 2026Updated 4 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
- Puck is a high-performance ANN search engine☆373May 26, 2025Updated last year
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆1,042Updated this week
- Benchmark for filtered ANN search applications☆29Apr 28, 2026Updated 4 months 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.
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"☆33Nov 9, 2025Updated 10 months ago
- 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
- 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
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆175Feb 11, 2025Updated last year
- ☆13Jan 1, 2024Updated 2 years ago
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.☆141Aug 11, 2026Updated last month
- 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.
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benc…☆30Aug 16, 2024Updated 2 years ago
- Header-only C++/python library for fast approximate nearest neighbors☆5,329Updated this week
- [VLDB 25] Maximum Inner Product is Query-Scaled Nearest Neighbor☆42Oct 31, 2025Updated 10 months ago
- Benchmark for vector databases.☆1,178Sep 11, 2026Updated last week
- A curated list of awesome works related to high dimensional structure/vector search & database☆361Aug 24, 2026Updated 3 weeks ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆65Jan 22, 2025Updated last year
- Artifacts for VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity☆49Jul 10, 2023Updated 3 years ago