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Posted to issues@lucene.apache.org by "tteofili (via GitHub)" <gi...@apache.org> on 2025/06/25 15:19:18 UTC

Re: [I] Should we use the new `expectedVisitedNodes` estimator to speed up filtered vector search? [lucene]

tteofili commented on issue #14845:
URL: https://github.com/apache/lucene/issues/14845#issuecomment-3005177606

   imho, the heuristic from https://github.com/apache/lucene/pull/14836 is good enough for the sparse vs fixed bitset decision, whereas it might be a bit too naive for the case of filtered search e.g., as per comment, we should probably take `maxConn` into account. 
   nevertheless it might be just better than what we have today (perLeafK), so it's probably worth a try.


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