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GUI-Owl is a multimodal vision-language model by mPLUG/Alibaba for GUI understanding and automation. State-of-the-art on ScreenSpot, OSWorld, AndroidWorld benchmarks. Detects UI elements and automates tasks on desktop and mobile devices.