The Hallucinations Leaderboard evaluates hallucination detection using two tasks: SelfCheckGPT, which checks for self-consistency in model answers, and HaluEval, which checks for faithfulness hallucinations in QA, Dialog, and Summarisation tasks relative to a knowledge snippet.

Authors

• Person: Not available Organization: Hugging Face
  The Hallucinations Leaderboard, an Open Effort to Measure ...

Sources

• The Hallucinations Leaderboard, an Open Effort to Measure ... huggingface.co Hugging Face via serper

Referenced by nodes (2)

• Hallucination Leaderboard concept
• HaluEval concept