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Hallucination Detection on BioASQ (test)

77.51AUROCQAODV⊥
43.803652.554361.30570.0557May 14, 2026

Evaluation results

MethodLinks
QAODV⊥Model=Qwen3-30B-A3B, Zero-shot cross-domain=true2026.0577.51
QAODV⊥Model=Qwen3-14B, Zero-shot cross-domain=true2026.0576.73
QAODV⊥Model=Llama-2-7B-chat, Zero-shot cross-domain=true2026.0575.63
QAODQ⊕V⊥Model=Qwen3-30B-A3B, Zero-shot cross-domain=true2026.0574.27
QAODV⊥Model=gemma-2-2b, Zero-shot cross-domain=true2026.0572.19
QAODQ⊕V⊥Model=Qwen3-14B, Zero-shot cross-domain=true2026.0571.62
QAODQ⊕V⊥Model=gemma-2-2b, Zero-shot cross-domain=true2026.0570.95
PikModel=Qwen3-30B-A3B, Zero-shot cross-domain=true2026.0566.1
QAODQ⊕V⊥Model=Llama-2-7B-chat, Zero-shot cross-domain=true2026.0565.28
SAPLMAModel=Qwen3-30B-A3B, Zero-shot cross-domain=true2026.0563.63
MINDModel=Qwen3-30B-A3B, Zero-shot cross-domain=true2026.0562.95
SAPLMAModel=gemma-2-2b, Zero-shot cross-domain=true2026.0559.15
PikModel=Qwen3-14B, Zero-shot cross-domain=true2026.0558.48
SAPLMAModel=Llama-2-7B-chat, Zero-shot cross-domain=true2026.0556.76
PikModel=Llama-2-7B-chat, Zero-shot cross-domain=true2026.0555.72
SAPLMAModel=Qwen3-14B, Zero-shot cross-domain=true2026.0555.29
MINDModel=Qwen3-14B, Zero-shot cross-domain=true2026.0551.99
MINDModel=gemma-2-2b, Zero-shot cross-domain=true2026.0548.35
MINDModel=Llama-2-7B-chat, Zero-shot cross-domain=true2026.0545.77
PikModel=gemma-2-2b, Zero-shot cross-domain=true2026.0545.1