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ResearchFormerly WizWand

Hallucination Detection on Hallucination-detection dataset

86.3AUROCneuron-based linear probe
23.940.156.372.5Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
neuron-based linear probeBackbone=Llama-3.12026.0686.3
neuron-based linear probeBackbone=BioMistral2026.0680.8
neuron-based linear probeBackbone=Meditron2026.0679.6
saplmaBackbone=Llama-3.12026.0679.16
saplmaBackbone=Meditron2026.0677.29
neuron-based linear probeBackbone=PMC-LLaMA2026.0676.7
token_neg_probBackbone=Llama-3.12026.0676.44
haloscopeBackbone=Meditron2026.0675.63
ccsBackbone=Meditron2026.0675.18
saplmaBackbone=BioMistral2026.0674.69
haloscopeBackbone=PMC-LLaMA2026.0674.53
ccsBackbone=PMC-LLaMA2026.0673.76
token_neg_probBackbone=BioMistral2026.0673.58
saplmaBackbone=PMC-LLaMA2026.0673.09
haloscopeBackbone=BioMistral2026.0672.43
ccsBackbone=BioMistral2026.0671.54
token_entropyBackbone=Llama-3.12026.0670.61
haloscopeBackbone=Llama-3.12026.0667.71
ccsBackbone=Llama-3.12026.0663.49
token_entropyBackbone=BioMistral2026.0660.25
token_neg_probBackbone=Meditron2026.0649.67
token_entropyBackbone=Meditron2026.0630.68
token_neg_probBackbone=PMC-LLaMA2026.0626.63
token_entropyBackbone=PMC-LLaMA2026.0626.3