November 20, 2025
How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k
IntelME Verdict
Capability Enhancement
TL;DR
New article introduces DCG@k and NDCG@k metrics for evaluating retrieval quality in RAG pipelines, essential for optimizing systems and widely used in benchmarks like MTEB Leaderboard.
Analysis
The introduction of DCG@k and NDCG@k metrics signifies a capability enhancement in evaluating retrieval quality for RAG pipelines. These metrics offer a standardized approach to measure the effectiveness of generated content, aiding in optimizing generative AI systems by providing insights into the relevance and ranking of retrieved information.
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