Reference Fidelity in AI-Generated Short-Form Video Across Four Prompt Packages
Generative video systems can produce short clips from textual and visual instructions, yet their ability to preserve the content of a human reference remains uncertain. This exploratory study examines 160 videos generated with Doubao-Seedance-2.0 from 40 human-made short-form videos drawn from Douyin and Xiaohongshu. T...