TSR is a structured external state tracker that updates via visual comparisons to improve success rates by up to 12 points on complex mobile GUI tasks without model retraining.
InProceedings of the 2025 CHI Conference on Human Factors in Computing Systems, pages 1–20
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A Task-State Representation for Long-Horizon Mobile GUI Agents
TSR is a structured external state tracker that updates via visual comparisons to improve success rates by up to 12 points on complex mobile GUI tasks without model retraining.