Hallucination Detection on SC-GPT4
76.4AUROCSELFCHECKGPT+f
Evaluation Results
| Method | Links | |
|---|---|---|
| SELFCHECKGPT+fDetector=LLaMA 3.1, Future Context=true2025.07 | 76.4 | |
| SELFCHECKGPTDetector=LLaMA 3.1, Future Context=false2025.07 | 76 | |
| SC+fDetector=LLaMA 3.1, Future Context=true2025.07 | 73.3 | |
| SELFCHECKGPT+fDetector=Gemma 3, Future Context=true2025.07 | 72.5 | |
| SELFCHECKGPTDetector=Gemma 3, Future Context=false2025.07 | 71.9 | |
| SELFCHECKGPT+fDetector=Qwen 2.5, Future Context=true2025.07 | 70.3 | |
| DIRECT+fDetector=Qwen 2.5, Future Context=true2025.07 | 69.1 | |
| DIRECT+fDetector=LLaMA 3.1, Future Context=true2025.07 | 68 | |
| DIRECTDetector=Qwen 2.5, Future Context=false2025.07 | 67.9 | |
| SELFCHECKGPTDetector=Qwen 2.5, Future Context=false2025.07 | 67.8 | |
| SCDetector=LLaMA 3.1, Future Context=false2025.07 | 65.8 | |
| SC+fDetector=Gemma 3, Future Context=true2025.07 | 65.3 | |
| DIRECTDetector=LLaMA 3.1, Future Context=false2025.07 | 63.8 | |
| SCDetector=Gemma 3, Future Context=false2025.07 | 62.3 | |
| SC+fDetector=Qwen 2.5, Future Context=true2025.07 | 60.5 | |
| DIRECT+fDetector=Gemma 3, Future Context=true2025.07 | 58 | |
| DIRECTDetector=Gemma 3, Future Context=false2025.07 | 53.4 | |
| SCDetector=Qwen 2.5, Future Context=false2025.07 | 50.6 |