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StreamEval: Evaluating Interactive Streaming Video Generation Models

StreamEval Team · 2026 · arXiv

DOI: 10.48550/arXiv.2610.28402 · open-access PDF

Arabic

مع التقدم في إنتاج الفيديو المباشر، أصبحت تتيح التفاعل في الوقت الحقيقي مع الفيديو المنشأ أهمية متزايدة. نحن نقدم StreamEval، علامة قياس شاملة لإنتاج الفيديو المباشر المباشر الذي يغطي خمس مهام: محادثات الحوار، ونتائج الحوار، ونتائج الإنتاج العالمي، وتعديل الإرشادات، ونتائج الإرشادات المقارنة.

Machine translation (Meta M2M100); the English original follows.

Abstract

As streaming video generation advances, enabling real-time interaction with generated video is becoming increasingly important. We introduce StreamEval, a unified benchmark for interactive streaming video generation spanning five tasks: avatar dialogue, avatar performance, world generation, instruction editing, and reference editing. StreamEval comprises 300 scripted test cases lasting 15-300s, each specifying initial assets, incrementally arriving multimodal requests, and explicit requirements for state changes and content preservation. Performance is assessed along four evaluation dimensions

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