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MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces

MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces

9 October 2025
Reuben Luera
Ryan Rossi
Franck Dernoncourt
Samyadeep Basu
Sungchul Kim
Subhojyoti Mukherjee
Puneet Mathur
Ruiyi Zhang
Jihyung Kil
Nedim Lipka
Seunghyun Yoon
Jiuxiang Gu
Zichao Wang
Cindy Xiong Bearfield
Branislav Kveton
ArXiv (abs)PDFHTMLHuggingFace (3 upvotes)

Papers citing "MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces"

2 / 2 papers shown
DesignPref: Capturing Personal Preferences in Visual Design Generation
DesignPref: Capturing Personal Preferences in Visual Design Generation
Yi-Hao Peng
Jeffrey P. Bigham
Jason Wu
108
0
0
25 Nov 2025
Paper2Web: Let's Make Your Paper Alive!
Paper2Web: Let's Make Your Paper Alive!
Yuhang Chen
Tianpeng Lv
Siyi Zhang
Yixiang Yin
Yao Wan
Philip S. Yu
Dongping Chen
206
0
0
17 Oct 2025
1
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