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Deception Detection on Sandbagging (Sandbag)

99.9AUROC

STATEWITNESS

Updated 1mo ago

Evaluation Results

Method	Links
STATEWITNESS 2026.06		99.9
LLM-as-a-Judge 2026.06		99.3
STATEWITNESS 2026.06		99.2
Self-Evaluation 2026.06		99.1
LLM-as-a-Judge w/ CoT 2026.06		98.9
LR probe 2026.06		98.4
LLM-as-a-Judge w/ CoT 2026.06		98.4
CMMS probe 2026.06		96.8
CMMS probe 2026.06		94.6
Self-Evaluation 2026.06		93.9
LR probe 2026.06		93.5
LLM-as-a-Judge 2026.06		90
MMS probe 2026.06		89.6
MMS probe 2026.06		86.5
LAT probe 2026.06		77.5
LAT probe 2026.06		58.5