Activation Steering on ASR Evaluation Set
94.85ASR AccuracyPID (ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| PID (ours)Model Backbone=Llama3.1-8B Instruct2025.10 | 94.85 | |
| DIMModel Backbone=Llama3.1-8B Instruct2025.10 | 93.26 | |
| PID (ours)Model Backbone=Qwen2.5-14B Instruct2025.10 | 92.65 | |
| DIMModel Backbone=Qwen2.5-14B Instruct2025.10 | 90.38 | |
| ITIModel Backbone=Llama3.1-8B Instruct2025.10 | 79.8 | |
| PIDModel Backbone=Gemma2-27B Instruct2025.10 | 79.8 | |
| PID (ours)Model Backbone=Gemma2-9B Instruct2025.10 | 79.5 | |
| DIMModel Backbone=Gemma2-9B Instruct2025.10 | 77.88 | |
| PID (ours)Model Backbone=Qwen2.5-3B Instruct2025.10 | 76.07 | |
| DIMModel Backbone=Qwen2.5-3B Instruct2025.10 | 74.03 | |
| DIMModel Backbone=Gemma2-27B Instruct2025.10 | 74.03 | |
| RePEModel Backbone=Llama3.1-8B Instruct2025.10 | 70.42 | |
| ITIModel Backbone=Qwen2.5-3B Instruct2025.10 | 70.19 | |
| RePEModel Backbone=Qwen2.5-3B Instruct2025.10 | 68.44 | |
| ITIModel Backbone=Gemma2-27B Instruct2025.10 | 37.36 | |
| ITIModel Backbone=Gemma2-9B Instruct2025.10 | 35.57 | |
| ITIModel Backbone=Qwen2.5-14B Instruct2025.10 | 33.65 | |
| RePEModel Backbone=Gemma2-9B Instruct2025.10 | 28.64 | |
| RePEModel Backbone=Qwen2.5-14B Instruct2025.10 | 25.42 | |
| RePEModel Backbone=Gemma2-27B Instruct2025.10 | 24.19 |