In the ELI5 benchmark, the Prometheus and TLM evaluation models are more effective at detecting incorrect AI responses than other detectors, though no method achieves very high precision or recall.

Authors

• Person: Not available Organization: Cleanlab
  Real-Time Evaluation Models for RAG: Who Detects Hallucinations ...

Sources

• Real-Time Evaluation Models for RAG: Who Detects Hallucinations ... cleanlab.ai Cleanlab via serper

Referenced by nodes (2)

• ELI concept
• TLM concept