RAG-EVALUATION4 MIN READ
Sort Metrics by Required Evidence
Classify RAG metrics by the evidence required to calculate them.
Sort each metric by the extra evidence it most depends on. Reference answer needed Retrieved context needed Human labels needed Correctness against an approved pricing answer Context recall against expected source evidence Faithfulness of answer claims to retrieved chunks Relevance of returned chunks to the user question Agreement between the response and retrieved documents Judge-human agreement on borderline contract cases Calibration of pass, fail, and partial-support examples Small expert-labeled anchor set for automated judge correction
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