How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP)

How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP)

Evaluating the retrieval quality of your RAG pipeline with binary, order-aware measures

The post How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP) appeared first on Towards Data Science.

Maria Mouschoutzi

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Posted

November 6, 2025

in

aimldsaimlds, Articial Intelligence, editors-pick, Information Retrieval, large-language-models, llm-evaluation, Rag

by

leeanne

Tags:

quality, rag, retrieval