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Wen-Si Dai

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#computer vision Review Oct 2026

Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research Reports

Deep research agents synthesize open-web evidence into long reports, but current benchmarks do not evaluate research centered on a source video. We introduce Video-Centered Deep Research Report Generation. Given a video and user request, an agent identifies research questions, retrieves external multimodal evidence, an...

Jia-Hao Meng, Qi-Ze Yang, Yuxuan Wang et al. · 0 citations

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