Collection of datasets for benchmarking filtered vector similarity retrieval
☆61Jun 5, 2025Updated 9 months ago
Alternatives and similar repositories for ann-filtering-benchmark-datasets
Users that are interested in ann-filtering-benchmark-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Framework for benchmarking vector search engines☆353Feb 12, 2026Updated last month
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆22Feb 7, 2025Updated last year
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆41Mar 3, 2025Updated last year
- ☆32Jan 22, 2025Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆427Dec 17, 2025Updated 3 months ago
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.☆117Mar 2, 2026Updated 3 weeks ago
- ☆20Jun 23, 2024Updated last year
- Framework for benchmarking fully-managed vector databases☆80Sep 24, 2024Updated last year
- [VLDB 25] Maximum Inner Product is Query-Scaled Nearest Neighbor☆38Oct 31, 2025Updated 4 months ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆63Jun 4, 2025Updated 9 months ago
- ☆17May 30, 2025Updated 9 months ago
- Segmented Code Adjustment Quantization (SAQ)☆18Sep 22, 2025Updated 6 months ago
- RocksDB scheme that implements the levels into heterogeneous storage and utilizes hybrid compression techniques.☆16Nov 13, 2024Updated last year
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆182Jan 5, 2026Updated 2 months ago
- ThanosKV: A Holistic Approach to Utilize NVM for LSM-tree based Key-Value Stores☆15Nov 13, 2024Updated last year
- Learning-based Approximate k-NN Search in Graph Databases☆11Nov 29, 2021Updated 4 years ago
- ☆81Sep 4, 2024Updated last year
- ☆16Dec 30, 2023Updated 2 years ago
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"☆34Nov 9, 2025Updated 4 months ago
- DESSERT Effeciently Searches Sets of Embeddings via Retrieval Tables☆17Feb 21, 2024Updated 2 years ago
- ☆211Updated this week
- ☆19Dec 29, 2023Updated 2 years ago
- Official implementation for paper "Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search"☆35Dec 21, 2024Updated last year
- Query-Adaptive Vector Search☆69Updated this week
- Benchmark for vector databases.☆1,047Mar 9, 2026Updated 2 weeks ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆59Jul 17, 2020Updated 5 years ago
- Fibertree emulator☆17Nov 4, 2024Updated last year
- A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.net☆46Mar 8, 2026Updated 2 weeks ago
- Code repository for the paper - "AdANNS: A Framework for Adaptive Semantic Search"☆67Oct 10, 2023Updated 2 years ago
- 🏆 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
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆179Jun 5, 2025Updated 9 months ago
- AirIndex: Versatile Index Tuning Through Data and Storage☆10Dec 18, 2024Updated last year
- ♻️ A curated list of awesome carbon projects in the web3 space, podcasts, and other various resources☆10Nov 19, 2023Updated 2 years ago
- Comparing LanceDB and Elasticsearch for full-text search and vector search performance☆29Feb 8, 2026Updated last month
- SIMD-enabled descriptive statistics (mean, variance, covariance, correlation)☆19Feb 12, 2026Updated last month
- GRE is a benchmark suite to compare learned indexes and traditional indexes.☆55Nov 9, 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…☆83Mar 6, 2026Updated 2 weeks ago
- ☆20Jan 10, 2025Updated last year
- Retrieval with Learned Similarities (http://arxiv.org/abs/2407.15462, WWW'25 Oral)☆52Apr 23, 2025Updated 11 months ago