Reasoning for Mobile User Experience with Multimodal LLMs: Task, Benchmark, and Approach

Ruichao Mao, Zhou Fang, Teng Guo +9

User experience (UX) centered on usability, perceived consistency, and functional clarity is fundamental to real-world user interfaces (UI). The application of multimodal large lan…