OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
Paper • 2501.05510 • Published • 45
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From Perception to Prediction and Intervention: Benchmarking Proactive Video Assistants in Real-Life Scenarios
Introduction
🌟 Three complementary proactive capabilities
Perception: identify relevant events or object states as they occur, enabling assistants to understand the current situation from ongoing visual streams.
Prediction: anticipate future events or emerging risks before they materialize, allowing assistants to provide early warnings based on partial observations.
Intervention: proactively provide timely assistance, correction, or guidance when user support becomes necessary, without requiring explicit queries.
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