Metacognition Steering Evaluation on SimpleQA
0.85Audience Expertise (Δs)Qwen3-235B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Qwen3-235BSteering=Joint six-dimensional, Steering coefficient (α)=0 to 12026.05 | 0.85 | 0.06 | 0.21 | 0 | 0.07 | 0.14 | 0.6667 | |
| Qwen3-0.6BSteering=Joint six-dimensional, Steering coefficient (α)=0 to 12026.05 | 0.17 | 0 | 0.08 | 0.04 | 0.23 | 0.27 | 0.1667 | |
| Qwen3-14BSteering=Joint six-dimensional, Steering coefficient (α)=0 to 12026.05 | 0.07 | 0.02 | 0.08 | 0.01 | 0.07 | 0.01 | 0.5 | |
| Llama-4Steering=Joint six-dimensional, Steering coefficient (α)=0 to 12026.05 | 0.04 | 0.47 | 0.06 | 0.15 | 0.3 | 0.25 | 0.5 | |
| Qwen3-30BSteering=Joint six-dimensional, Steering coefficient (α)=0 to 12026.05 | 0.03 | 0.06 | 0.25 | 0.09 | 0.2 | 0.2 | 0.8333 |