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SwipeGen tool and SwipeBench benchmark improve GUI agent interaction quality

Researchers have introduced SwipeGen, a novel tool designed to synthesize human-like swipe interactions for GUI agents, addressing a key limitation in their real-world applicability. Existing agents often fail at complex tasks due to rigid swipe execution, lacking the fine-grained control over trajectory, speed, and timing that humans naturally employ. To tackle this, SwipeGen generates diverse and realistic swipe data, accompanied by SwipeBench, a new benchmark for evaluating swipe interaction quality. Experiments demonstrate that agents utilizing SwipeGen can achieve up to a 2.46x improvement in swipe execution success rates. AI

IMPACT Enhances the usability and effectiveness of GUI agents by enabling more human-like interaction capabilities.

RANK_REASON The cluster describes a new research paper introducing a novel tool and benchmark for improving GUI agents. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

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SwipeGen tool and SwipeBench benchmark improve GUI agent interaction quality

COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Xuan Wang, Siyuan Su, Quantong Fu, Yongxiang Hu, Yangfan Zhou ·

    SwipeGen: Bridging the Execution Gap in GUI Agents via Human-like Swipe Synthesis

    arXiv:2601.18305v2 Announce Type: replace Abstract: Despite numerous Graphical User Interface (GUI) agents claiming to automate user interaction tasks, to date, few achieve satisfactory interaction capability with human users in real-world scenarios. Through empirical analysis, t…