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VisCritic: Visual State Comparison as Process Reward for GUI Agents

Qian, Jiachen
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
GUI agents powered by vision-language models show strong potential for automating digital tasks, yet frequently fail in long-horizon scenarios due to the absence of step-level verification. Existing process reward models verify actions through textual reasoning alone, missing the visual nature of GU
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