OpenCodePapers

deepfake-detection-on-faceforensics-1

3D Shape Reconstruction from VideosDeepFake Detection
Dataset Link
Results over time
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PaperCodeAUCLogLossModelNameReleaseDate
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning0.956QAD-E2023-09-12
Video Face Manipulation Detection Through Ensemble of CNNs✓ Link0.9444EfficientNetB4 + EfficientNetB4ST + B4Att + B4AttST2020-04-16
MARLIN: Masked Autoencoder for facial video Representation LearnINg✓ Link0.9377MARLIN (ViT-L)2022-11-12
MARLIN: Masked Autoencoder for facial video Representation LearnINg✓ Link0.9305MARLIN (ViT-B)2022-11-12
MARLIN: Masked Autoencoder for facial video Representation LearnINg✓ Link0.8863MARLIN (ViT-S)2022-11-12
Video Face Manipulation Detection Through Ensemble of CNNs✓ Link0.3269EfficientNetB4 + EfficientNetB4ST + B4AttST2020-04-16