Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment

Ziang Yan, Zhilin Li, Yinan He +9

Current multimodal large language models (MLLMs) struggle with fine-grained or precise understanding of visuals although they give comprehensive perception and reasoning in a spect…