MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces
机构 * University of California, Berkeley(加州大学伯克利分校) ; Adobe Research(Adobe研究) ; Georgia Institute of Technology(佐治亚理工学院)
高校专区
机构 * University of California, Berkeley(加州大学伯克利分校) ; Adobe Research(Adobe研究) ; Georgia Institute of Technology(佐治亚理工学院)
机构 * Georgia Institute of Technology(佐治亚理工学院)
机构 * Department of Mechanical Engineering, Massachusetts Institute of Technology(麻省理工学院机械工程系) ; Department of Mechanical Engineering, Georgia Institute of Technology(佐治亚理工学院机械工程系) ; RAI Institute(RAI研究所)
Comments Submitted to appear in IEEE ICRA 2026
机构 * Georgia Institute of Technology(佐治亚理工学院)
Comments Paper published to CLEF 2025 CEUR-WS
机构 * Georgia Institute of Technology(佐治亚理工学院) ; Meta AI ; University of Illinois Urbana–Champaign(伊利诺伊大学厄巴纳-香槟分校) ; National University of Singapore(新加坡国立大学)
Comments Code available at https://github.com/Graph-COM/HaystackCraft
机构 * Purdue University(普渡大学) ; Stanford University(斯坦福大学) ; UCLA(加州大学洛杉矶分校) ; Georgia Tech(佐治亚理工学院)
机构 * Georgia Tech(佐治亚理工学院) ; Microsoft(微软公司)
Comments 23 pages, 9 figures, 6 tables