The ablation study reveals that using TokenFlow significantly enhances temporal consistency in video editing. Without it, attention mechanisms alone fail to smooth transitions effectively.
Fixing keyframes during video generation leads to a false segmentation, demonstrating that rigid structures can disrupt overall video coherence and quality.
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