Knowledge Elicitation on TruthfulQA Llama-3-8B
91.4DRMechELK
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MechELKLatency (s)=3.22026.04 | 91.4 | 12.7 | 89 | 82.3 | |
| SAE-ProbeLatency (s)=1.22026.04 | 85.3 | 18.6 | 74 | 75.6 | |
| CCSLatency (s)=8.72026.04 | 83.7 | 22.1 | 68 | 74.2 | |
| Act. PatchingLatency (s)=4.12026.04 | 82.1 | 21.3 | 69 | 73.1 | |
| Direct ProbingLatency (s)=0.12026.04 | 81.2 | 28.4 | 61 | 68.4 | |
| RepELatency (s)=0.32026.04 | 79.4 | 19.8 | 72 | 72.8 |