Why KID value are mean and std? but in paper is just one value?

toshas / torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

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Why KID value are mean and std? but in paper is just one value? #21

Closed zhangliyun9120 closed 3 years ago

zhangliyun9120 commented 3 years ago

How to convert that?

toshas commented 3 years ago

Any estimator can be reported with standard deviation. In the paper, std of the estimator is shown in Fig 1(a) https://arxiv.org/pdf/1801.01401.pdf . Whether to use it or not is up to the user of the code