Why VLMs Miss Small Objects, and When Zooming In Is Safe

Junzhe Shi, Yuan Gan, Shida Jiang

Vision-language models (VLMs) often miss small objects in large images. We ask three questions: what limits them, which of these limits better models can remove, and whether the cl…