Unverified50% confidenceFactExact time
常见视频生成模型包括Kling、Wan、Sora、CogVideoX等，图像生成模型包括Stable Diffusion、FLUX等
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/6/2026
First Seen
Valid until: 10/4/2026
Sources
短剧Agent实测：AI一键出片真的可行吗？
bilibili西瓜吃六个番茄7/4/2026
Related Claims
UnverifiedSora、Stable Video Diffusion等前沿视频生成模型均采用DiT或其变体80% similarUnverified当前主流的文生视频模型普遍基于扩散模型架构，通过在时间维度上扩展图像生成能力来产生连贯的视频帧序列78% similarUnverified图生视频底层技术大多基于扩散模型（Diffusion Model），代表性产品包括Runway的Gen-3 Alpha、Pika Labs、Stability AI的Stable Video Diffusion77% similarUnverified短剧Agent将剧本生成、图像生成、视频生成拆分为独立节点，剧本由GPT-4/Claude等大语言模型承担，图像由Stable Diffusion、FLUX等扩散模型承担，视频由Kling、Wan、Sora等生成77% similarUnverifiedTools like Doubao and Wenxin Yiyan use models similar to Stable Video Diffusion or proprietary video generation models for image-to-video generation.76% similar
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