2 papers
cs.DB2025
Filtered Approximate Nearest Neighbor Search: A Unified Benchmark and Systematic Experimental Study [Experiment, Analysis & Benchmark]
Jiayang Shi, Yuzheng Cai, Weiguo Zheng
For a given dataset and structured label , the goal of Filtered Approximate Nearest Neighbor Search (FANNS) algorithms is to find top- points closest to a query…
cs.IR2024
Results of the Big ANN: NeurIPS'23 competition
Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber +20
The 2023 Big ANN Challenge, held at NeurIPS 2023, focused on advancing the state-of-the-art in indexing data structures and search algorithms for practical variants of Approximate…