benwtrent commented on PR #15003:
URL: https://github.com/apache/lucene/pull/15003#issuecomment-3502101118

   Thank you for all the work @Pulkitg64 
   
   OK, I think your plan from this comment (50% check) is the way to go for 
now. My intuition is that the relative threshold is likely better, but we would 
need to make the percentage lower (like 25%, or 20%, like your other benchmarks 
show). 
   
   However, the 50% shows really nice improvements already, so lets move 
forward with that. 
   
   As for "Reconstruct completely", yes, lets focus on 40% or fewer deleted 
total docs? Does that align with your benchmarking results?
   
   If so, I think we have our two thresholds and we can move forward with this 
PR. 
   
   
   Thank you for this practical, and powerful improvement for vector indexing!


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