Hallucination Detection on SC-LLaMA
71.2AUROCSC+f
Evaluation Results
| Method | Links | |
|---|---|---|
| SC+fDetector=LLaMA 3.1, Future Context=true2025.07 | 71.2 | |
| SELFCHECKGPT+fDetector=Gemma 3, Future Context=true2025.07 | 71.2 | |
| SELFCHECKGPT+fDetector=LLaMA 3.1, Future Context=true2025.07 | 69.8 | |
| SELFCHECKGPTDetector=Gemma 3, Future Context=false2025.07 | 68.7 | |
| SELFCHECKGPTDetector=LLaMA 3.1, Future Context=false2025.07 | 68.1 | |
| DIRECT+fDetector=LLaMA 3.1, Future Context=true2025.07 | 67.1 | |
| SCDetector=LLaMA 3.1, Future Context=false2025.07 | 67.1 | |
| DIRECT+fDetector=Qwen 2.5, Future Context=true2025.07 | 67 | |
| SC+fDetector=Gemma 3, Future Context=true2025.07 | 66.2 | |
| DIRECTDetector=LLaMA 3.1, Future Context=false2025.07 | 65.9 | |
| SELFCHECKGPT+fDetector=Qwen 2.5, Future Context=true2025.07 | 65.4 | |
| DIRECTDetector=Qwen 2.5, Future Context=false2025.07 | 64.8 | |
| SCDetector=Gemma 3, Future Context=false2025.07 | 64.2 | |
| SELFCHECKGPTDetector=Qwen 2.5, Future Context=false2025.07 | 63.5 | |
| SC+fDetector=Qwen 2.5, Future Context=true2025.07 | 60 | |
| DIRECT+fDetector=Gemma 3, Future Context=true2025.07 | 58.1 | |
| DIRECTDetector=Gemma 3, Future Context=false2025.07 | 55.6 | |
| SCDetector=Qwen 2.5, Future Context=false2025.07 | 52.3 |