ResearchBenchmarksVideo Deepfake Detection on FSh 2020Follow91.2AUROCEffort81.63284.11686.689.084Aug 8, 2025Evaluation ResultsMethodMethodLinksAUROCEffort2025.0891.2Effort2025.0891.2GenDBackbone=DINOBackbone=DINO2025.0888.8GenDImage Encoder=DINOImage Encoder=DINO2025.0888.8GenDBackbone=PEBackbone=PE2025.0887.6GenDImage Encoder=PEImage Encoder=PE2025.0887.6GenDBackbone=CLIPBackbone=CLIP2025.0886.6GenDImage Encoder=CLIPImage Encoder=CLIP2025.0886.6ForAda2025.0882ForAda2025.0882