StreamArena evaluates streaming video agents on hour-scale, open-ended tasks; StreamMind, a decoupled frontend-backend architecture, outperforms current streaming baselines across all four capabilities.
When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis.Accident Analysis & Prevention, 219:108077, 2025
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StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding
StreamArena evaluates streaming video agents on hour-scale, open-ended tasks; StreamMind, a decoupled frontend-backend architecture, outperforms current streaming baselines across all four capabilities.