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Author

Zhenghao Xing

The Chinese University of Hong Kong

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Preprint Sep 2026

Omni2Web: Benchmarking Audiovisual Website Development

Screen-recorded web editing requests contain weak deictic expressions such as ``this''and ``there,''whose referents depend on speech, cursor trajectories, page state, and edit history. Such requests require intent recovery beyond the explicit specifications assumed by many existing web-editing benchmarks. We introduce...

Ming-Hao Han, Zhenghao Xing, Xi-Ze Cheng et al. · 1 citation · ⚡1
Jul 2026

ObsDriveBench: Benchmarking Multimodal Understanding under Adverse Weather with Observability Awareness

This work introduces a real-world multi-modal benchmark for adverse-weather autonomous driving, designed with three capability dimensions: observability awareness, spatial reliability, and risk-aware decision-making, enabling fine-grained diagnosis of model behavior under degraded observations.

Qiao Yan, Yihan Wang, Zhenghao Xing et al. · 0 citations

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