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Hallucination Detection on FRANK

77.2Balanced AccInFi-Checker-Qwen
62.868866.589470.3174.0306Jan 10, 2026

Evaluation results

MethodLinks
InFi-Checker-Qwenshot=0-shot2026.0177.2
InFi-Checker-Llamashot=0-shot2026.0177.17
DeepSeek-V3.2-NoThinkshot=1-shot2026.0177.14
GPT-5shot=0-shot2026.0176.53
GPT-5shot=1-shot2026.0175.7
o3shot=0-shot2026.0175.54
GPT-4.1shot=0-shot2026.0175.19
GPT-4.1shot=1-shot2026.0175.19
GPT-4oshot=1-shot2026.0174.75
o3shot=1-shot2026.0174.57
GPT-4oshot=0-shot2026.0174.37
Llama-3.1-8B-Instructshot=1-shot2026.0171.49
Qwen3-8Bshot=1-shot2026.0170.16
DeepSeek-V3.2-NoThinkshot=0-shot2026.0166.99
Llama-3.1-8B-Instructshot=0-shot2026.0166.13
Claude-3.7-Sonnetshot=0-shot2026.0165.89
Qwen3-8Bshot=0-shot2026.0165.31
Claude-3.7-Sonnetshot=1-shot2026.0163.42