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Evaluating RAG Metrics in Applied Contexts: An Experiment, Its Findings and Its Limitations

arXiv cs.CL · yesterday Cached

This paper presents an empirical study evaluating RAG evaluation metrics from four libraries (Ragas, DeepEval, RAGChecker, Opik) by comparing them to human judgments and standard recall metrics, using a question-answering dataset created from business data.

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