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Add arXiv/HF links, author homepages, and fix figure sizing
Add arXiv and Hugging Face Daily Paper buttons to the nav, hyperlink the
Sunqi Fan, Meng-Hao Guo and Shuojin Yang author homepages, and constrain
figures with per-type max-width so they stay centered and appropriately
sized on wide screens.
Co-authored-by: Cursor <cursoragent@cursor.com>
Copy file name to clipboardExpand all lines: index.html
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@@ -21,11 +21,11 @@ <h1 class="title">Bridging VideoQA and Video-Guided Agentic Tasks via Generalize
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<pclass="subtitle">Introducing <spanclass="acronym">VG-GUI-Bench</span> — a video-guided GUI agent benchmark — and <spanclass="acronym">TASKER</span>, a task-driven and scene-aware keyframe search algorithm.</p>
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<!-- Teaser / Motivation -->
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<divclass="container">
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<imgsrc="assets/motivation.png" alt="Two progressive levels of video understanding: low-level VideoQA and high-level video-guided agentic tasks." />
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<figcaption>
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We advance video understanding from the <strong>low-level VideoQA</strong> paradigm toward the
@@ -127,7 +135,7 @@ <h2>VG-GUI-Bench</h2>
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A dedicated benchmark for evaluating MLLM-based GUI agents on long-horizon tasks guided by video tutorials,
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built upon the MONDAY dataset.
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</p>
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<imgsrc="assets/VG-GUI-Bench.png" alt="Overview of the VG-GUI-Bench benchmark: pipeline, action space, and metrics." />
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<figcaption>Overview of VG-GUI-Bench: the benchmark pipeline, the standardized action space, and the evaluation metrics with their formulas.</figcaption>
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</figure>
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segments (nodes), and an MLLM evaluates cost functions and termination confidence to decide which segments to
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expand — selecting a compact yet informative set of keyframes.
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</p>
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<imgsrc="assets/TASKER.png" alt="Illustration of TASKER's cost function evaluation and node expansion steps." />
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<figcaption>
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TASKER's cost-function evaluation and node-expansion steps. The <strong>GBFS</strong> variant evaluates
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