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如何快速计算生成模型的FID、IS、sFID、Precision、Recall等关键评价指标?
2022-07-17 09:26:00 【沉迷单车的追风少年】
前言:无论是对于GANs、VAEs、Diffusion models、flow-based models等生成模型,计算评价指标是都是必需品。这篇博客教大家如何快速计算FID、IS、sFID、Precision、Recall等关键评价指标。
目录
FID、IS和sFID原理讲解
sFID是FID的一种改进版本,作为使用空间特征而不是标准的池特征的FID版本。这种度量方法能更好地捕捉空间关系,使图像分布具有连贯的高层结构。
论文链接:
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