Verified65% confidenceFactExact time
Reference-image-to-video generation maintains better visual consistency of characters compared to pure text-to-video generation, avoiding the problem of character drift
3
Sources
65%
Confidence
Long-term
Relevance
8/9/2026
First Seen
Sources
MiniMax H3实测：RTX 3080跑通参考图生视频仅需90秒
Related Claims
UnverifiedIn video scenarios, minor frame-to-frame deviations are amplified into noticeable identity drift, making consistency requirements higher.80% similarUnverifiedPrompts for image-to-video generation should focus on how elements already present in the image move, rather than introducing new scenes or characters not in the image; the closer the prompt is to the content of the first frame, the better the coherence.79% similarUnverifiedImage-to-video preserves faces and clothing far better than generating video directly from a text prompt.78% similarUnverifiedUsing image input as a visual anchor can significantly improve the consistency between generated results and creators' expectations, alleviating the controllability challenge of generating video from pure text prompts.78% similarUnverifiedTraditional text-to-video usually accepts only one first-frame image plus a prompt as input, and lacks constraints on scene spatial layout, character appearance consistency, and plot context.78% similar
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