Caesar AI Atlas

Citation Precision

Caesar AI Atlas Definition

Citation precision is a metric that measures the share of citations in a model output that correctly support the claims they are attached to. High citation precision indicates that cited sources contain the relevant evidence needed to verify the response.

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Citation Precision Source

A metric that answers the following question: What percentage of the citations in an LLM's response were actually correct and supportive? That is, what percent of the citations contain the exact facts or relevant information required to verify the claim made in an LLM's response. For example, if an LLM response cited 10 documents, but only 7 of those citations were correct and supportive, then the citation precision would be 0.7.

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