SSIM (Structural Similarity Index Measure) compares two images by evaluating luminance, contrast, and structural patterns across local windows. It returns a score from -1 to 1: 1.0 means the images are pixel-identical, 0 means no structural correlation, and negative values mean the images are anti-correlated (less alike than random noise). For glyph comparison, it answers the question: do these two rendered characters share the same visual structure?
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热点追踪是媒体编辑一项非常重要的工作，我们在 MiniMax Agent 的专家社区里，也使用过多次热点追踪的专家。例如当我们要求它基于输入的「春晚被机器人刷屏」这个主题，去搜索最新消息和近期热门话题时；它最后能给我们一份完整详细的长文，但是不够个性化。