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ResearchFormerly WizWand

Helpfulness Evaluation on Figstep-audio Harmful-Safe

88.8BRRSARSteer
51.15260.92670.780.474Oct 20, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SARSteerModel=Kimi-Audio2025.1088.8
SARSteerModel=Qwen2-Audio2025.1079.95
SARSteerDefense runtime (s)=2662025.1079.95
MDSteer-c2rModel=Kimi-Audio2025.1079.68
No DefenseModel=Qwen2-Audio2025.1070.2
No Defense2025.1070.2
RRSDefense runtime (s)=11452025.1070
AdaShieldModel=Qwen2-Audio2025.1069.8
MDSteer-h2sModel=Kimi-Audio2025.1068.8
FSDModel=Qwen2-Audio2025.1063.2
No DefenseModel=Kimi-Audio2025.1061.4
FSDModel=Kimi-Audio2025.1061.2
MDSteer-h2sModel=Qwen2-Audio2025.1060.8
MDSteer-c2rModel=Qwen2-Audio2025.1054.2
AdaShieldModel=Kimi-Audio2025.1052.6