Disentangling Pictorial Cue Understanding from Language Bias in VLMs via Depth Ordering Task

Yiqian Liu, Iuliia Kotseruba, John K. Tsotsos

In this paper, we study depth perception of vision-language models (VLMs) to isolate the effects of pictorial depth cues and disentangle vision and language influences on model per…