Hallucination detection on FADE
66.04AccuracyVISTA
Evaluation results
| Method | Links | |
|---|---|---|
| VISTAModel=Mistral-7B2025.10 | 66.04 | |
| VISTAModel=Deepseek2025.10 | 65.26 | |
| VISTAModel=Llama-70B2025.10 | 65.1 | |
| VISTAModel=Qwen-32B2025.10 | 64.79 | |
| VISTAModel=Qwen-8B2025.10 | 64.79 | |
| VISTAModel=GPT-4o2025.10 | 64.16 | |
| VISTAModel=GPT-52025.10 | 63.38 | |
| VISTAModel=Llama-8B2025.10 | 62.44 | |
| LLM-as JudgeModel=Llama-70B2025.10 | 62.28 | |
| LLM-as JudgeModel=Deepseek2025.10 | 62.13 | |
| LLM-as JudgeModel=GPT-4o2025.10 | 61.82 | |
| Fact ScoreModel=GPT-52025.10 | 59.87 | |
| LLM-as JudgeModel=GPT-52025.10 | 59.47 | |
| Fact ScoreModel=Deepseek2025.10 | 57.75 | |
| LLM-as JudgeModel=Qwen-8B2025.10 | 57.43 | |
| Fact ScoreModel=Qwen-32B2025.10 | 57.28 | |
| Fact ScoreModel=Llama-70B2025.10 | 56.65 | |
| Fact ScoreModel=Qwen-8B2025.10 | 56.18 | |
| Fact ScoreModel=GPT-4o2025.10 | 55.87 | |
| Fact ScoreModel=Llama-8B2025.10 | 54.93 | |
| LLM-as JudgeModel=Qwen-32B2025.10 | 47.73 | |
| Fact ScoreModel=Mistral-7B2025.10 | 45.85 | |
| LLM-as JudgeModel=Llama-8B2025.10 | 45.23 | |
| LLM-as JudgeModel=Mistral-7B2025.10 | 41.63 |