mapooon / SelfBlendedImages

[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Images https://arxiv.org/abs/2204.08376

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Can you provide the frame-level AUC on these datasets?

crywang opened this issue · comments

Especially the cross-dataset performance.

As a quick note, our frame-level AUC on CDF is 85.10%.
Setting:

  • We used all frames for the evaluation.
  • In each frame, we treated the maximum fakeness as the prediction for the frame as in video-level evaluation.
  • We assigned confidence 0.5 to frames where no face is detected by retinaface.

For our frame-level results on other datasets, please wait the code release.

The code has been released.