Multi-View Instructions: The Secret to 76% Higher GUI Grounding Accuracy

Beyond Static Prompts: How Multi-View Instructions Turbo-charge GUI Grounding — A Hands-On Guide to UI-Ins “ Why read this? Because simply re-phrasing the same user intent into four different angles can lift a 7 B model’s pixel-accuracy by up to 76 %—without extra data or heavier back-bones. This article shows you the exact pipeline, code, and training tricks that make it happen. 1 The Invisible Ceiling of One-Angle Instructions Core question answered: “Why do existing GUI-grounding models hit an accuracy wall even when the screenshot is crystal-clear?” Summary: We trace the bottleneck to low-quality, single-angle instructions in public datasets (23 …