Hi everyone,

I successfully added dense vector search to my Solr-based app, but I’d like
to compare the results with other nn-search solutions and for that reason
it would be good to have access to the actual distance values computer by
Solr. This does not seem to be possible and I can only access the resulting
“score”.  That score is of course related to the distance metric but I
could not find information about how this relation works. In fact, cosine
distance is, well, a distance metric (big values=dissimilar items), but the
returned score is a “similarity” metric (big values=similar items). So how
does Solr transform the distance metric to a similarity metric? Is this
documented somewhere?

Thanks a lot!

frederic


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Frederic Font - ffont.github.io
Music Technology Group, UPF - mtg.upf.edu <https://www.upf.edu/web/mtg/>
Freesound - freesound.org

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