One Threshold Is Not Enough: Prompt-Invariant Caching Schedules for Video Diffusion

Video diffusion models remain expensive because denoising repeatedly evaluates a costly model backbone. Dynamic caching methods like TeaCache, EasyCache, and DiCache reduce this cost by reusing prior outputs while an accumulated drift signal remains below a threshold $τ$. Although existing methods i