ResearchBenchmarksVideo Deepfake Detection on DFD 2019Follow97.2AUROCForAda95.1295.6696.296.74Aug 8, 2025Evaluation ResultsMethodMethodLinksAUROCEERForAda2025.0897.2—GenDBackbone=PEBackbone=PE2025.0896.8—GenDBackbone=CLIPBackbone=CLIP2025.0896.4—GenDBackbone=DINOBackbone=DINO2025.0896.2—Effort2025.0895.2—Effort2025.08—11.3ForAda2025.08—9GenDBackbone=CLIPBackbone=CLIP2025.08—10.4GenDBackbone=PEBackbone=PE2025.08—9.3GenDBackbone=DINOBackbone=DINO2025.08—10.7