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Existing GUI agents can parrot actions, but AutoGUI-v2 reveals they still lack a deep understanding of GUI functionality and struggle to predict the outcomes of even simple interactions.
You don't need billions of parameters to accurately ground GUI elements: GoClick, a 230M parameter model, matches the performance of much larger models, opening the door for on-device GUI agents.
