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Deception Detection on 7 non-control benchmark families Mean across targets

91.6AUROCSTATEWITNESS
72.56877.50982.4587.391Jun 16, 2026

Evaluation results

MethodLinks
STATEWITNESS2026.0691.632.662.8
Best black-boxSelection=Best configuration2026.0682.150.262.2
Best linear probeSelection=Best configuration2026.0673.337.947.4