How Much Information Can a Vision Token Hold? A Scaling Law for Recognition Limits in VLMs

Shuxin Zhuang, Zi Liang, Runsheng Yu +4

Recent vision-centric approaches have made significant strides in long-context modeling. Represented by DeepSeek-OCR, these models encode rendered text into continuous vision token…