Video-level Deepfake Detection on FaceForensics++ (FF++) (test)
99.96AUCLAA-Net (Ours w/ SBI)
Evaluation results
| Method | Links | |
|---|---|---|
| LAA-Net (Ours w/ SBI)Venue=CVPR’24, Training set (Real)=✓, Training set (Fake)=×2026.04 | 99.96 | |
| LAA-Net (Ours w/ BI)Venue=CVPR’24, Training set (Real)=✓, Training set (Fake)=×2026.04 | 99.95 | |
| TALL-SwinVenue=ICCV’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99.87 | |
| FA-ViTVenue=TCSVT’24, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99.6 | |
| RECCE*Venue=CVPR’22, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99.56 | |
| SFDGVenue=CVPR’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99.53 | |
| AUNetVenue=CVPR’23, Training set (Real)=✓, Training set (Fake)=×2026.04 | 99.46 | |
| CADDM*Venue=CVPR’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99.26 | |
| LAA-Former (Ours w/ BI)Venue=not specified, Training set (Real)=✓, Training set (Fake)=×2026.04 | 99.23 | |
| FaceXRay (w/ BI)Venue=CVPR’20, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99.2 | |
| PCL+I2GVenue=ICCV’21, Training set (Real)=✓, Training set (Fake)=×2026.04 | 99.11 | |
| ISTVTVenue=TIFS’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 99 | |
| AltFreezingVenue=CVPR’23, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 98.6 | |
| FakeSTormerVenue=ICCV’25, Training set (Real)=✓, Training set (Fake)=×2026.04 | 98.4 | |
| SBI*Venue=CVPR’22, Training set (Real)=✓, Training set (Fake)=×2026.04 | 98.23 | |
| DFDTVenue=Appl.Sci.’22, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 97.9 | |
| LAA-Former (Ours w/ SBI)Venue=not specified, Training set (Real)=✓, Training set (Fake)=×2026.04 | 97.67 | |
| LSDAVenue=CVPR’24, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 95.8 | |
| Multi-attentional*Venue=CVPR’21, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 95.32 | |
| Xception*Venue=ICCV’19, Training set (Real)=✓, Training set (Fake)=✓2026.04 | 93.6 |