Many existing hallucination benchmarks rely on one-dimensional metrics such as Accuracy, Accept/Refusal rates, BLEU, and BERTScore, which limits the interpretability of results and obscures the underlying causes of Large Language Model performance issues.

Authors

• Person: Not available Organization: arXiv
  A Knowledge Graph-Based Hallucination Benchmark for Evaluating ...

Sources

• A Knowledge Graph-Based Hallucination Benchmark for Evaluating ... arxiv.org arXiv via serper

Referenced by nodes (3)

• accuracy concept
• BERTScore concept
• BLEU concept