Existing hallucination detection methods experience performance drops of up to 45.9% for Perplexity and 30.4% for Eigenscore when evaluated using LLM-as-Judge criteria compared to ROUGE.

Authors

• Person: Not available Organization: arXiv
  Re-evaluating Hallucination Detection in LLMs - arXiv

Sources

• Re-evaluating Hallucination Detection in LLMs - arXiv arxiv.org arXiv via serper

Referenced by nodes (5)

• Perplexity concept
• Eigenscore concept
• hallucination detection concept
• ROUGE concept
• LLM-as-a-judge concept