Hallucination Detection on LLaMA2-7B-Chat
1,800Detection PercentageSCG-BertScore
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCG-BertScoreTarget LLM=LLaMA2-7B-Chat2024.03 | 1,800 | 27.29 | |
| SCG-MQAGTarget LLM=LLaMA2-7B-Chat2024.03 | 1,785 | 27.06 | |
| SCG-NgramTarget LLM=LLaMA2-7B-Chat2024.03 | 1,033 | 15.66 | |
| SCG-NLITarget LLM=LLaMA2-7B-Chat2024.03 | 1,010 | 15.31 | |
| GPT4Target LLM=LLaMA2-7B-Chat2024.03 | 282.2 | 4.29 | |
| MINDTarget LLM=LLaMA2-7B-Chat2024.03 | 3.289 | 0.05 | |
| PP & PE & EUBHDTarget LLM=LLaMA2-7B-Chat2024.03 | 0 | — |