When Visual Evidence is Ambiguous: Pareidolia as a Diagnostic Probe for Vision Models

Qianpu Chen, Derya Soydaner, Rob Saunders

When visual evidence is ambiguous, vision models must decide how to interpret face-like patterns. Face pareidolia, the perception of faces in non-face objects, provides a controlle…