Deepfake Detection on DFDCP preview (test)
91.58AUCLAA-Former-S
Evaluation results
| Method | Links | |
|---|---|---|
| LAA-Former-STraining set (Real)=✓, Training set (Fake)=×2026.04 | 91.58 | |
| LAA-Former-BTraining set (Real)=✓, Training set (Fake)=×2026.04 | 90.52 | |
| LAA-Swin-STraining set (Real)=✓, Training set (Fake)=×2026.04 | 90.31 | |
| LAA-Swin-BTraining set (Real)=✓, Training set (Fake)=×2026.04 | 89.81 | |
| LSDAVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 81.5 | |
| LAA-NetVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=×2026.04 | 81.12 | |
| DiffusionFakeVenue=NeurIPS’24, Training set (Real)=✓, Training set (Fake)=✓, Backbone=ViT-B2026.04 | 80.95 | |
| SBIVenue=CVPR’22, Training set (Real)=✓, Training set (Fake)=×2026.04 | 78.05 | |
| DiffusionFakeVenue=NeurIPS’24, Training set (Real)=✓, Training set (Fake)=✓, Backbone=EFN-B42026.04 | 77.35 | |
| CADDMVenue=CVPR’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 65.19 |