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Latent Knowledge Elicitation on TruthfulQA MC1
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86.7
Elicitation Accuracy
MechELK
67.668
72.609
77.55
82.491
Apr 7, 2026
Elicitation Accuracy
Updated 5d ago
Evaluation Results
Method
Method
Links
Elicitation Accuracy
MechELK
Model=Llama-70B
2026.04
86.7
MechELK
Model=Llama-8B
2026.04
82.3
SAE-Probe
Model=Llama-70B
2026.04
79.8
CCS
Model=Llama-70B
2026.04
78.5
Act. Patching
Model=Llama-70B
2026.04
77.4
RepE
Model=Llama-70B
2026.04
76.3
SAE-Probe
Model=Llama-8B
2026.04
75.6
CCS
Model=Llama-8B
2026.04
74.2
Act. Patching
Model=Llama-8B
2026.04
73.1
RepE
Model=Llama-8B
2026.04
72.8
Direct Probing
Model=Llama-70B
2026.04
72.1
Direct Probing
Model=Llama-8B
2026.04
68.4
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