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.
2022.TKDE-under-review-Native-Hybrid-Queries-via-ANNS
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.DB 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.