A systematic benchmark of filtered nearest-neighbor search algorithms shows no single winner: filter-then-search methods excel at containment and equality filters, while hybrid methods dominate overlap filters.
InProceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
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Filtered Approximate Nearest Neighbor Search: A Unified Benchmark and Systematic Experimental Study [Experiment, Analysis & Benchmark]
A systematic benchmark of filtered nearest-neighbor search algorithms shows no single winner: filter-then-search methods excel at containment and equality filters, while hybrid methods dominate overlap filters.