Face Forgery Detection on Cross Domain Evaluation Summary
73.96Average AUCXception
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XceptionPrivacy Preserving=None, Type=Plain2026.03 | 73.96 | — | |
| StegaFFDPrivacy Preserving=HiDDeN, Type=Freq.2026.03 | 72 | 5 | |
| F3NetPrivacy Preserving=None, Type=Freq.2026.03 | 71.36 | — | |
| MesoIncepPrivacy Preserving=None, Type=Plain2026.03 | 70.63 | — | |
| HiNetFFD Detector=Xception, Type=Plain2026.03 | 66.84 | 0 | |
| WengNetFFD Detector=F3Net, Type=Freq.2026.03 | 66.49 | 2 | |
| SFDAPrivacy Preserving=HiDDeN, Type=Freq.2026.03 | 66.02 | 1 | |
| HiNetFFD Detector=F3Net, Type=Freq.2026.03 | 65.79 | 1 | |
| WengNetFFD Detector=Xception, Type=Plain2026.03 | 65.78 | 0 | |
| BalujaNetFFD Detector=MesoIncep, Type=Plain2026.03 | 65.59 | 1 | |
| HiDDeNFFD Detector=Xception, Type=Plain2026.03 | 65.51 | 2 | |
| HiDDeNFFD Detector=F3Net, Type=Freq.2026.03 | 65.47 | 0 | |
| HiDDeNFFD Detector=MesoIncep, Type=Plain2026.03 | 65.28 | 2 | |
| BalujaNetFFD Detector=Xception, Type=Plain2026.03 | 65.22 | 1 | |
| BalujaNetFFD Detector=F3Net, Type=Freq.2026.03 | 65.04 | 0 | |
| HiNetFFD Detector=MesoIncep, Type=Plain2026.03 | 64.15 | 3 | |
| SFDA+SDAPrivacy Preserving=HiDDeN, Type=Freq.2026.03 | 64.14 | 3 | |
| HiDDeNFFD Detector=Meso4, Type=Plain2026.03 | 61.31 | 0 | |
| FalcoFFD Detector=Xception, Type=Plain2026.03 | 60.13 | 0 | |
| BalujaNetFFD Detector=Meso4, Type=Plain2026.03 | 57.73 | 0 | |
| FalcoFFD Detector=MesoIncep, Type=Plain2026.03 | 56.88 | 0 | |
| Meso4Privacy Preserving=None, Type=Plain2026.03 | 56.03 | — | |
| FalcoFFD Detector=F3Net, Type=Freq.2026.03 | 55.99 | 0 | |
| WengNetFFD Detector=Meso4, Type=Plain2026.03 | 55.36 | 0 | |
| HiNetFFD Detector=Meso4, Type=Plain2026.03 | 55.16 | 0 | |
| WengNetFFD Detector=MesoIncep, Type=Plain2026.03 | 53.73 | 0 | |
| FalcoFFD Detector=Meso4, Type=Plain2026.03 | 52.04 | 0 |