The Hallucination Rate metric is split into two components: breadth of knowledge (percentage of responses classified as hallucinations by an entity-level filter) and depth of knowledge (percentage of incorrect facts judged by a fact-level check).

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 (2)

• hallucination rate concept
• entity-level filtering concept