Evaluating Design Video Generation: Metrics for Compositional Fidelity

ArXi:2605.16223v1 Announce Type: cross Generative video models are increasingly used in design animation tasks, yet no standardized evaluation framework exists for this domain. Unlike natural video generation, design animation imposes structured constraints: specific components shall animate with prescribed motion types, directions, speed and timing, while non-animated regions must remain stable and layout structure must be preserved.