Multimodal Safety Evaluation Should Measure Controllability Beyond Classification

Junhyeong Park, Hanwool Lee, DongGeon Lee +4

VLM safety is commonly evaluated through input- and output-level classification. Such classification is necessary, but it does not reveal whether a safety state is accessible or co…