DBScholar

Back to papers

VecBench: A Controllable Benchmark for Filtered Vector Search: [Experiments & Analysis]

Summary: VecBench controllably generates large, high-dimensional, distribution-preserving data and workloads with tunable selectivity/filter correlation. Its holistic metric spans six phases, including concurrency and updates, enabling systematic comparison of filtered-search methods and vector databases. (summarized by gpt-5.6-luna on Jul 26 2026)

Paper ID
hce58f42a2287a94e
Venue
SIGMOD
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,527 | 29.25%
DOI
10.1145/3802125
PDF
Download (CC BY 4.0)

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@inproceedings{zhang_sigmod26,
        title = {{VecBench: A Controllable Benchmark for Filtered Vector Search: [Experiments \& Analysis]}},
        author = {Zhang, Xiang and Zhang, Chao and Fan, Ju and Li, Guoliang and Du, Xiaoyong},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802125},
        url = {https://dl.acm.org/doi/10.1145/3802125},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank Citing Paper Year Venue Pagerank
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
74 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00037145866
339 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00020561716
861 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013401147
909 PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension 2020 SIGMOD 0.0001312576
1,225 ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data 2024 SIGMOD 0.00011447937
1,958 SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search 2024 SIGMOD 9.3118048e-05
3,003 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.7631056e-05
3,086 New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed 2021 VLDB 7.6602071e-05
3,232 Similarity Query Processing for High-Dimensional Data 2020 VLDB 7.5029541e-05
3,489 Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL 2024 VLDB 7.2594757e-05
4,347 UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search 2025 VLDB 6.6457039e-05
6,836 Filtered Vector Search: State-of-the-art and Research Opportunities 2025 VLDB 5.6658357e-05
7,273 AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework 2025 VLDB 5.5668569e-05
7,957 Fast Vector Search in PostgreSQL: A Decoupled Approach 2026 CIDR 5.4169862e-05
8,007 BigVectorBench: Heterogeneous Data Embedding and Compound Queries are Essential in Evaluating Vector Databases 2025 VLDB 5.4066174e-05
8,413 GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications 2025 VLDB 5.3343137e-05
9,167 Database Perspective on LLM Inference Systems 2025 VLDB 5.2139909e-05
10,508 Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards 2026 SIGMOD 4.9769913e-05
Previous Page 1 / 1 Next

Semantically Similar Papers