[VLDB 2025] BigVectorBench advances vector database benchmarking by defining and evaluating the embedding performance of heterogeneous data and abstracting compound queries, which can be multimodal or single-modal with fine-grained restrictions, for real-world applications.
☆33Jan 17, 2025Updated last year
Alternatives and similar repositories for BigVectorBench
Users that are interested in BigVectorBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Younger☆31Updated this week
- [ICDE 2022] OLxPBench emphasizes that real-time queries, semantically consistent schema, and domain-specific workloads are essential in b…☆17Mar 31, 2022Updated 4 years ago
- [SIGMOD'26] Dynamically Detect and Fix Hardness for Efficient Approximate Nearest Neighbor Search☆19Nov 9, 2025Updated 9 months ago
- Graph Library for Approximate Similarity Search☆145Sep 9, 2025Updated 11 months ago
- A lightweight, fast, flexible, and easy-to-use benchmarking tool dedicated to pgvector.☆16May 4, 2024Updated 2 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.
- GPU-accelerated vector query processing system that supports large vector datasets beyond GPU memory.☆41Mar 24, 2024Updated 2 years ago
- Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)☆13Dec 12, 2023Updated 2 years ago
- Article: GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction by Authors Yuanhang Yu, Dong Wen, Ying Zhan…☆24Jun 20, 2025Updated last year
- The repo has been moved to https://github.com/VectorDB-NTU/RaBitQ-Library. [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with…☆252Apr 22, 2026Updated 4 months ago
- Algorithms for approximate nearest neighbor search with window filters☆47Feb 5, 2024Updated 2 years ago
- Block-based Approximate Nearest Neighbor☆35Nov 1, 2021Updated 4 years ago
- [SIGMOD2026] Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search with Task-Centric Benchmarks☆27Dec 31, 2025Updated 8 months ago
- Official workloads used by OpenSearch Benchmark (OSB)☆34Updated this week
- The repo has been moved to https://github.com/VectorDB-NTU/RaBitQ-Library. [SIGMOD 2025] Practical and Asymptotically Optimal Quantizatio…☆73Mar 30, 2026Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Jul 21, 2020Updated 6 years ago
- ☆13Jan 1, 2024Updated 2 years ago
- Learning-based Approximate k-NN Search in Graph Databases☆11Nov 29, 2021Updated 4 years ago
- Artifacts for VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity☆49Jul 10, 2023Updated 3 years ago
- Implementation of "RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm"☆18Apr 11, 2025Updated last year
- ☆17Aug 13, 2026Updated 2 weeks ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆62Jul 17, 2020Updated 6 years ago
- Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"☆30Nov 4, 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…☆191Jul 2, 2026Updated last month
- 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.
- Project work done as part of Udacity's Data Analyst Nanodegree course.☆13Oct 15, 2019Updated 6 years ago
- TPCH benchmark adapted to Clickhouse SQL syntax☆10Jul 4, 2022Updated 4 years ago
- High-Throughput, Cost-Effective Billion-Scale Vector Search with a Single GPU [SIGMOD'26]☆31Apr 22, 2026Updated 4 months ago
- ☆13Jan 8, 2025Updated last year
- We introduce EfficientRAG, an efficient retriever for multi-hop question answering. EfficientRAG iteratively generates new queries withou…☆17Mar 4, 2025Updated last year
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆65Jan 22, 2025Updated last year
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆379Updated this week
- Reducing Dimensionality method for Nearest Neighbor Search☆15Nov 12, 2020Updated 5 years ago
- Algorithm course at UCAS☆32Feb 7, 2026Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆43Mar 3, 2025Updated last year
- ☆83Jan 7, 2025Updated last year
- A Python SDK for OceanBase Multimodal Store—enabling vector search, full-text search, and JSON table operations—offers both Milvus-compat…☆19Jul 29, 2026Updated last month
- Framework for Cost-Effective Language Model Choice☆16Dec 12, 2023Updated 2 years ago
- IBM Platform-Independent Software Analysis☆15Mar 12, 2018Updated 8 years ago
- Infrastructure and application test and analysis framework☆18May 12, 2026Updated 3 months ago
- Trino Lance Connector☆22Updated this week