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ResearchFormerly WizWand

Hallucination Detection on SelfCheckGPT

67.3AUROCSELFCHECKGPT+f
48.5853.4458.363.16Jul 28, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SELFCHECKGPT+fDetector=LLaMA 3.1, Future Context=true2025.0767.3
SELFCHECKGPTDetector=LLaMA 3.1, Future Context=false2025.0767
DIRECT+fDetector=LLaMA 3.1, Future Context=true2025.0765.3
DIRECT+fDetector=Qwen 2.5, Future Context=true2025.0762.9
DIRECTDetector=LLaMA 3.1, Future Context=false2025.0762.1
DIRECTDetector=Qwen 2.5, Future Context=false2025.0760.6
SELFCHECKGPT+fDetector=Gemma 3, Future Context=true2025.0758.3
SC+fDetector=LLaMA 3.1, Future Context=true2025.0757.7
DIRECT+fDetector=Gemma 3, Future Context=true2025.0756.6
SC+fDetector=Gemma 3, Future Context=true2025.0755.2
SC+fDetector=Qwen 2.5, Future Context=true2025.0754.2
DIRECTDetector=Gemma 3, Future Context=false2025.0753.7
SCDetector=LLaMA 3.1, Future Context=false2025.0753.2
SCDetector=Gemma 3, Future Context=false2025.0752.9
SELFCHECKGPTDetector=Qwen 2.5, Future Context=false2025.0751.7
SELFCHECKGPT+fDetector=Qwen 2.5, Future Context=true2025.0751.7
SCDetector=Qwen 2.5, Future Context=false2025.0750.5
SELFCHECKGPTDetector=Gemma 3, Future Context=false2025.0749.3