Deepfake Detection on DFD v1 (test)
97.2AUCForAda
Evaluation Results
| Method | Links | |
|---|---|---|
| ForAdaTraining Data=FF++, Evaluation Protocol=Video-level2026.05 | 97.2 | |
| BlenDTraining Data=25k ScaleDF (real) + SBI fakes, Evaluation Protocol=Video-level2026.05 | 97.1 | |
| GenD-PETraining Data=FF++, Evaluation Protocol=Video-level2026.05 | 96.5 | |
| FS-VFMTraining Data=FF++, Evaluation Protocol=Video-level2026.05 | 96.2 | |
| EffortTraining Data=FF++, Evaluation Protocol=Video-level2026.05 | 95.2 | |
| CAST-B0Year=2025, Training Dataset=FF++ (HQ)2025.06 | 93.31 | |
| CAST-B5Year=2025, Training Dataset=FF++ (HQ)2025.06 | 92.07 | |
| GFFYear=2021, Training Dataset=FF++ (HQ)2025.06 | 91.9 | |
| DCLYear=2022, Training Dataset=FF++ (HQ)2025.06 | 91.66 | |
| LTWYear=2021, Training Dataset=FF++ (HQ)2025.06 | 88.56 | |
| SFDGYear=2023, Training Dataset=FF++ (HQ)2025.06 | 88 | |
| SBITraining Data=FF++ with pseudo-fakes, Evaluation Protocol=Video-level2026.05 | 87.8 | |
| FSBITraining Data=FF++ with pseudo-fakes, Evaluation Protocol=Video-level2026.05 | 86.9 | |
| FSFMTraining Data=FF++, Evaluation Protocol=Video-level2026.05 | 86.6 | |
| Face X-rayYear=2020, Training Dataset=FF++ (HQ)2025.06 | 85.6 | |
| MeST-FormerYear=2024, Training Dataset=FF++ (HQ)2025.06 | 72.16 |