Framework for evaluating ANNS algorithms on billion scale datasets.
☆429Mar 31, 2026Updated 2 weeks 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:
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,744Updated this week
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆184Jan 5, 2026Updated 3 months ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,641Jun 10, 2025Updated 10 months ago
- ☆217Updated this week
- Algorithms for approximate nearest neighbor search with window filters☆45Feb 5, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆32Jan 22, 2025Updated last year
- ☆81Sep 4, 2024Updated last year
- Collection of datasets for benchmarking filtered vector similarity retrieval☆62Jun 5, 2025Updated 10 months ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆229Mar 30, 2026Updated 2 weeks ago
- code for satellite system graphs☆123Nov 26, 2023Updated 2 years ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆60Sep 16, 2024Updated last year
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆725Sep 26, 2025Updated 6 months ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆214Jun 28, 2021Updated 4 years ago
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆19Nov 12, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Graph Library for Approximate Similarity Search☆140Sep 9, 2025Updated 7 months ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆60Jul 17, 2020Updated 5 years ago
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆109Mar 6, 2025Updated last year
- ☆16Oct 13, 2022Updated 3 years ago
- Puck is a high-performance ANN search engine☆368May 26, 2025Updated 10 months ago
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆994Updated this week
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆103Nov 19, 2024Updated last year
- ⚡ PDX: A Library for Fast Vector Search and Indexing on CPUs (x86, ARM) — for Python and C++. Index millions of vectors in seconds. Searc…☆85Mar 6, 2026Updated last month
- SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.☆72Apr 29, 2025Updated 11 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.☆121Mar 2, 2026Updated last month
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆171Feb 11, 2025Updated last year
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆29Feb 13, 2026Updated 2 months ago
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆335Apr 6, 2026Updated last week
- ☆13Jan 1, 2024Updated 2 years ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆79May 16, 2021Updated 4 years ago
- Framework for benchmarking vector search engines☆356Updated this week
- Benchmark for vector databases.☆1,067Updated 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A curated list of awesome works related to high dimensional structure/vector search & database☆340Updated this week
- Header-only C++/python library for fast approximate nearest neighbors☆5,165Mar 28, 2026Updated 2 weeks ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆65Jan 22, 2025Updated last year
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆114Dec 2, 2025Updated 4 months ago
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,359Mar 18, 2026Updated 3 weeks ago
- Large Scale Search Index☆32May 3, 2023Updated 2 years ago
- GPU-accelerated vector query processing system that supports large vector datasets beyond GPU memory.☆41Mar 24, 2024Updated 2 years ago