Yusong Zhao
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126
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2026
PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
The paper introduces PaSBench-Video, a comprehensive streaming video benchmark designed to rigorously test multimodal LLMs' ability to issue proactive safety warnings, finding that current models struggle with temporal precision and high false-positive rates.
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cs.CLcs.AIcs.CVRecentJun 1, 2026
PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
Yusong Zhao, Yuejin Xie, Youliang Yuan, Junjie Hu +3 more
The paper introduces PaSBench-Video, a comprehensive streaming video benchmark designed to rigorously test multimodal LLMs' ability to issue proactive safety warnings, finding that current models stru…
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