qdrant / ann-filtering-benchmark-datasets
Collection of datasets for benchmarking filtered vector similarity retrieval
☆38Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for ann-filtering-benchmark-datasets
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆59Updated 5 months ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆85Updated this week
- ☆126Updated 2 weeks ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆356Updated 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…☆119Updated this week
- Framework for benchmarking fully-managed vector databases☆68Updated last month
- Framework for benchmarking vector search engines☆285Updated last month
- Graph Library for Approximate Similarity Search☆91Updated 6 months ago
- ☆59Updated last year
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆188Updated this week
- Algorithms for approximate nearest neighbor search with window filters☆29Updated 9 months ago
- A curated list of awesome works related to high dimensional structure/vector search & database☆214Updated this week
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆11Updated 2 months ago
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆60Updated 3 weeks ago
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆29Updated 3 months ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆207Updated last year
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆45Updated 4 years ago
- A curated list of awesome Milvus projects and resources.☆28Updated last year
- Block-based Approximate Nearest Neighbor☆33Updated 3 years ago
- Repository to the paper "Fast Approximate nearest neighbor search with the Dynamic Exploration Graph using continuous refinement"☆16Updated this week
- ☆18Updated 3 weeks ago
- ☆17Updated 7 months ago
- Implementation of "Efficient Multi-vector Dense Retrieval with Bit Vectors", ECIR 2024☆57Updated last month
- ☆41Updated 2 months ago
- cuVS - a library for vector search and clustering on the GPU☆224Updated this week
- ☆43Updated 2 years ago
- Repository with an overview of the tutorial on Models and Practice of Neural Table Representations and up to date material for the hands-…☆18Updated last year
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆19Updated this week
- hnsw implemented by python☆19Updated 4 years ago