vector-index-bench / vibeLinks
Vector Index Benchmark for Embeddings (VIBE) is an extensible benchmark for approximate nearest neighbor search methods, or vector indexes, using modern embedding datasets.
☆21Updated last week
Alternatives and similar repositories for vibe
Users that are interested in vibe are comparing it to the libraries listed below
Sorting:
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆161Updated last week
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆21Updated 8 months ago
- ☆23Updated last year
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆148Updated 4 months ago
- ☆189Updated this week
- Algorithms for approximate nearest neighbor search with window filters☆41Updated last year
- ☆30Updated 3 months ago
- Graph Library for Approximate Similarity Search☆132Updated 3 weeks ago
- ☆74Updated last year
- Block-based Approximate Nearest Neighbor☆35Updated 3 years ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆51Updated 4 months ago
- Query-Adaptive Vector Search☆53Updated 4 months ago
- ⚡ Faster similarity search with PDX: A vertical data layout for vectors☆57Updated last month
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆27Updated 3 weeks ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆36Updated 7 months ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆56Updated 5 years ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆61Updated 8 months ago
- ☆23Updated 3 weeks ago
- Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"☆24Updated 11 months ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆76Updated 4 years ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆21Updated 5 years ago
- ☆26Updated 7 months ago
- Reducing Dimensionality method for Nearest Neighbor Search☆15Updated 4 years ago
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"☆21Updated last month
- Framework for evaluating ANNS algorithms on billion scale datasets.☆399Updated last month
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆47Updated last year
- ☆12Updated last year
- This is a source code for LSH-APG (PVLDB 2023)☆31Updated last year
- ☆15Updated 4 months ago
- ☆29Updated 8 months ago