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Abstract Code2Video-Compass is a benchmark evaluating multimodal language models on code-based video generation across text, image, and video inputs, revealing significant challenges in complex dynamic and state-dependent tasks. Code-based video generation offers fine-grained control, targeted editing, and component reuse compared with direct video generation.
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