AI RESEARCH
StreamingEval: A Unified Evaluation Protocol towards Realistic Streaming Video Understanding
arXiv CS.CV
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ArXi:2603.21493v1 Announce Type: new Real-time, continuous understanding of visual signals is essential for real-world interactive AI applications, and poses a fundamental system-level challenge. Existing research on streaming video understanding, however, typically focuses on isolated aspects such as question-answering accuracy under limited visual context or improvements in encoding efficiency, while largely overlooking practical deployability under realistic resource constraints. To bridge this gap, we.