FakeAVCeleb
VideosIntroduced 2021-08-11
FakeAVCeleb is a novel Audio-Video Deepfake dataset that not only contains deepfake videos but respective synthesized cloned audios as well.
Image source: https://arxiv.org/pdf/2108.05080v1.pdf
Benchmarks
3D/ROC AUC3D/AP3D/Accuracy (%)3D Reconstruction/ROC AUC3D Reconstruction/AP3D Reconstruction/Accuracy (%)3D Shape Reconstruction from Videos/ROC AUC3D Shape Reconstruction from Videos/AP3D Shape Reconstruction from Videos/Accuracy (%)DeepFake Detection/ROC AUCDeepFake Detection/APDeepFake Detection/Accuracy (%)