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Stateagent transforms video generation by effectively tracking and inferring world states, leading to a 54% improvement in coherence across segments.
Multi-dimensional Evaluation-Verification Reward transforms multi-reference image editing by providing a structured approach to evaluate and enhance visual consistency, yielding superior results over existing models.
