The authors of 'Evaluating Evaluation Metrics — The Mirage of Hallucination Detection' observed that LLM-based evaluation, particularly using GPT-4, yields the best overall results for hallucination detection.

Authors

• Person: Atharva Kulkarni, Yuan Zhang, Joel Ruben Antony Moniz, Xiou Ge, Bo-Hsiang Tseng, Dhivya Piraviperumal, Swabha Swayamdipta, Hong Yu Organization: Apple Machine Learning Research
  Evaluating Evaluation Metrics — The Mirage of Hallucination ...

Sources

• Evaluating Evaluation Metrics — The Mirage of Hallucination ... machinelearning.apple.com Atharva Kulkarni, Yuan Zhang, Joel Ruben Antony Moniz, Xiou Ge, Bo-Hsiang Tseng, Dhivya Piraviperumal, Swabha Swayamdipta, Hong Yu · Apple Machine Learning Research via serper

Referenced by nodes (2)

• hallucination detection concept
• GPT-4 concept