Question about Identity Preserving Evaluation

[GuoxingY]

Hi, I wondering how you evaluate the identity preservation ability? You just calculated the cosin between modified face and unmodified face and the chose the minimum as the accuracy or calculated in other ways ? Thank you for your help!