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ResearchFormerly WizWand

Activation Steering on ASR Evaluation Set

94.85ASR AccuracyPID (ours)
21.363640.441859.5278.5982Oct 5, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PID (ours)Model Backbone=Llama3.1-8B Instruct2025.1094.85
DIMModel Backbone=Llama3.1-8B Instruct2025.1093.26
PID (ours)Model Backbone=Qwen2.5-14B Instruct2025.1092.65
DIMModel Backbone=Qwen2.5-14B Instruct2025.1090.38
ITIModel Backbone=Llama3.1-8B Instruct2025.1079.8
PIDModel Backbone=Gemma2-27B Instruct2025.1079.8
PID (ours)Model Backbone=Gemma2-9B Instruct2025.1079.5
DIMModel Backbone=Gemma2-9B Instruct2025.1077.88
PID (ours)Model Backbone=Qwen2.5-3B Instruct2025.1076.07
DIMModel Backbone=Qwen2.5-3B Instruct2025.1074.03
DIMModel Backbone=Gemma2-27B Instruct2025.1074.03
RePEModel Backbone=Llama3.1-8B Instruct2025.1070.42
ITIModel Backbone=Qwen2.5-3B Instruct2025.1070.19
RePEModel Backbone=Qwen2.5-3B Instruct2025.1068.44
ITIModel Backbone=Gemma2-27B Instruct2025.1037.36
ITIModel Backbone=Gemma2-9B Instruct2025.1035.57
ITIModel Backbone=Qwen2.5-14B Instruct2025.1033.65
RePEModel Backbone=Gemma2-9B Instruct2025.1028.64
RePEModel Backbone=Qwen2.5-14B Instruct2025.1025.42
RePEModel Backbone=Gemma2-27B Instruct2025.1024.19