📌 How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-11-12 | ⏱️ Read time: 8 min read
This final part of the series on RAG pipeline evaluation explores advanced metrics for assessing retrieval quality. Learn how to use Discounted Cumulative Gain (DCG@k) and Normalized Discounted Cumulative Gain (NDCG@k) to measure the relevance and ranking of retrieved documents, moving beyond simpler metrics for a more nuanced understanding of your system's performance.
#RAG #EvaluationMetrics #LLM #InformationRetrieval #MLOps
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-11-12 | ⏱️ Read time: 8 min read
This final part of the series on RAG pipeline evaluation explores advanced metrics for assessing retrieval quality. Learn how to use Discounted Cumulative Gain (DCG@k) and Normalized Discounted Cumulative Gain (NDCG@k) to measure the relevance and ranking of retrieved documents, moving beyond simpler metrics for a more nuanced understanding of your system's performance.
#RAG #EvaluationMetrics #LLM #InformationRetrieval #MLOps
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