EviSafe: Evidence-Grounded Safety Evaluation for Vision-Language Models

Xuetong Li, Gaofeng Liu

Vision-language model safety benchmarks typically evaluate only final responses: whether a model refuses, warns, or complies. This outcome-level view cannot tell whether a model is…