一作CVPR 2026Poster· Computer Vision & Pattern Recognition
UI-Lens: Assessing General MLLMs' Potential to Automate UI Display Quality Assurance
Wei Xiang · Yexinrui Wu · Xinli Chen · Xinran Li · Shi Chen
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Wei Xiang · Yexinrui Wu · Xinli Chen · Xinran Li · Shi Chen
Pengchen Chen · Shi Chen · Qiming Ye · Xinli Chen · Xinran Li · Wei Xiang
Automating Graphical User Interface (GUI) operations with Multimodal Large Language Models (MLLMs) is promising but remains bottlenecked in real-world long-horizon settings. Key challenges include ensuring precise grounding across diverse interfaces and handling irreversible errors in extended wo...