Evaluating RAG Metrics in Applied Contexts: An Experiment, Its Findings and Its Limitations
Researchers evaluated the relevance of several RAG metrics by comparing scores from four libraries (Ragas, DeepEval, RAGChecker, Opik) against human evaluators and standard metrics using a question-answering dataset. The…