Unverified50% confidenceFactExact time
Visual Chain-of-Thought (Visual CoT) has the model generate intermediate reasoning images while producing intermediate text steps, such as annotating key regions, predicting future frames, or drawing spatial relationship diagrams.
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50%
Confidence
Long-term
Relevance
9/5/2026
First Seen
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Unverified视觉推理链（Visual Chain-of-Thought）借鉴语言模型的思维链提示技术，将复杂视觉问题分解为多个步骤逐步求解72% similarUnverified参考图的引入激活了模型的图像到图像推理能力，将真实建筑视觉特征与叙事需求对齐，减少AI感违和感71% similarUnverified视觉grounding（视觉定位）指模型将语言描述精准对应到图像具体区域的能力，也被称为Referring Expression Comprehension70% similarUnverifiedText-image semantic alignment established by technologies such as CLIP enables models to map abstract style descriptions to concrete visual feature spaces70% similar
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