Why MAP and MRR Fail for Search Ranking (and What to Use Instead)

Published: (December 25, 2025 at 08:00 AM EST)
1 min read

Source: Towards Data Science

Overview

MAP and MRR look intuitive, but they quietly break ranking evaluation. Here’s why these metrics mislead—and how better alternatives fix it.
The post Why MAP and MRR Fail for Search Ranking (and What to Use Instead) appeared first on Towards Data Science.

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