Unverified50% confidenceFactExact time
Stable Diffusion 3和Meta的MovieGen等大型生成模型已转向基于流匹配的框架
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/15/2026
First Seen
Valid until: 10/13/2026
Sources
Related Claims
UnverifiedStable Diffusion 3和Flux等文生图模型采用Flow Matching框架80% similarVerified扩散模型成为Stable Diffusion、DALL-E 3等主流工具的底层架构72% similarUnverifiedFLUX、Stable Diffusion 3等新一代模型采用Transformer替代传统卷积网络，提升了对复杂提示词的语义理解能力和图像一致性70% similarUnverified图像生成的主流技术已从GAN演进为扩散模型，DALL·E 2和Stable Diffusion均基于扩散模型原理67% similarUnverified当前主流的文生图模型包括Stable Diffusion、DALL-E、Midjourney，文生视频模型包括Sora、Runway Gen系列、即梦AI底层模型67% similar
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