Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs

Sanghwan Kim, Rui Xiao, Stephan Alaniz +2

Multimodal Large Language Models (MLLMs) often struggle with fine-grained perception, such as identifying small objects in high-resolution images or detecting key moments in long v…