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Benchmarks
Knowledge Elicitation on TruthfulQA Llama-3-8B
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91.4
DR
MechELK
78.92
82.16
85.4
88.64
Apr 7, 2026
DR
FPR
CS
EA
Updated 5d ago
Evaluation Results
Method
Method
Links
DR
FPR
CS
EA
MechELK
Latency (s)=3.2
2026.04
91.4
12.7
89
82.3
SAE-Probe
Latency (s)=1.2
2026.04
85.3
18.6
74
75.6
CCS
Latency (s)=8.7
2026.04
83.7
22.1
68
74.2
Act. Patching
Latency (s)=4.1
2026.04
82.1
21.3
69
73.1
Direct Probing
Latency (s)=0.1
2026.04
81.2
28.4
61
68.4
RepE
Latency (s)=0.3
2026.04
79.4
19.8
72
72.8
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