On a Schiphol flight-information test set, knowledge-graph RAG (91.49%) beat SQL RAG (80.85%) and traditional RAG (84.84%) on accuracy and did far better on reasoning questions (68.75% vs 6.25% and 9.38%).
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Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain
On a Schiphol flight-information test set, knowledge-graph RAG (91.49%) beat SQL RAG (80.85%) and traditional RAG (84.84%) on accuracy and did far better on reasoning questions (68.75% vs 6.25% and 9.38%).