The RAGAS hallucination detection metric often fails to produce internal LLM statements necessary for its computations when applied to the FinanceBench dataset, as RAGAS is more effective when answers are complete sentences rather than single numbers.

Authors

• Person: Not available Organization: Cleanlab
  Benchmarking Hallucination Detection Methods in RAG - Cleanlab

Sources

• Benchmarking Hallucination Detection Methods in RAG - Cleanlab cleanlab.ai Cleanlab via serper

Referenced by nodes (2)

• RAGAS concept
• FinanceBench concept