First, verify that reference images are sharp, well-lit, and clearly show the subject from multiple angles. Blurry or poorly lit references reduce model accuracy. Second, ensure your text prompt explicitly describes the desired action, camera work, and visual effects—vague prompts yield inconsistent results. Third, if using video references, confirm they demonstrate the exact motion or camera movement you want replicated. Experiment with movement amplitude settings (small, medium, large) to adjust object dynamics. For persistent issues, try locking a seed value and iterating only on prompt wording or reference selection. If results remain unsatisfactory, test alternative models like
Pixverse v5.6 Image to Video to compare motion interpretation styles and identify the best fit for your creative vision.