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Benchmarks
Deception Detection on Agentic Misalignment
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92.4
AUROC
STATEWITNESS
20.224
38.962
57.7
76.438
Jun 16, 2026
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
STATEWITNESS
Target Model=GPT-OSS-20B
2026.06
92.4
STATEWITNESS
Target Model=GEMMA4-26...
2026.06
89.7
LLM-as-a-Judge
Target Model=GPT-OSS-20B
2026.06
88.5
LLM-as-a-Judge
Target Model=GEMMA4-26...
2026.06
74.5
LLM-as-a-Judge w/ CoT
Target Model=GEMMA4-26...
2026.06
74
LLM-as-a-Judge w/ CoT
Target Model=GPT-OSS-20B
2026.06
71.5
CMMS probe
Target Model=GPT-OSS-20B
2026.06
69.9
LR probe
Target Model=GPT-OSS-20B
2026.06
68.6
LAT probe
Target Model=GPT-OSS-20B
2026.06
62.5
Self-Evaluation
Target Model=GEMMA4-26...
2026.06
60.5
LR probe
Target Model=GEMMA4-26...
2026.06
46.1
MMS probe
Target Model=GEMMA4-26...
2026.06
40.8
Self-Evaluation
Target Model=GPT-OSS-20B
2026.06
39.9
MMS probe
Target Model=GPT-OSS-20B
2026.06
35.6
LAT probe
Target Model=GEMMA4-26...
2026.06
30.5
CMMS probe
Target Model=GEMMA4-26...
2026.06
23
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