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Deception Detection on InstrumentalEval (InstEval)

0.867AUROC

STATEWITNESS

Updated 1mo ago

Evaluation Results

Method	Links
STATEWITNESS 2026.06		0.867
STATEWITNESS 2026.06		0.823
LLM-as-a-Judge 2026.06		0.741
LLM-as-a-Judge 2026.06		0.681
CMMS probe 2026.06		0.665
MMS probe 2026.06		0.663
LLM-as-a-Judge w/ CoT 2026.06		0.636
CMMS probe 2026.06		0.634
LLM-as-a-Judge w/ CoT 2026.06		0.622
Self-Evaluation 2026.06		0.607
LR probe 2026.06		0.588
Self-Evaluation 2026.06		0.558
LAT probe 2026.06		0.506
MMS probe 2026.06		0.5
LR probe 2026.06		0.33
LAT probe 2026.06		0.19