The content of supplementary materials:

* Counterfactual-Leaderboard folder:
  * A sample of the robust ImageNet classification leaderboard

* Due to the limited space of supplementary materials, we can not put the whole datasets. Therefore, we offer several samples of the two static datasets in the Counterfactual-Samples folder, which contains two sub-folders:

  * ConvNext folder:
    * Samples of the static benchmark that are generated based on ConvNext
  * ViT folder:
    * Samples of the static benchmark that are generated based on ViT

  