Deepfake Detection on FaceForensics++ LQ
0.958AUCF3-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| F3-NetSupervised=true2022.11 | 0.958 | 93.02 | |
| ST-M2TRSupervised=true2022.11 | 0.9531 | — | |
| M2TRSupervised=true2022.11 | 0.9395 | — | |
| Xception-PAFiltersCompression=LQ2026.04 | 0.933 | 87.16 | |
| F3-NetCompression=LQ2026.04 | 0.933 | 90.43 | |
| I3DSupervised=true2022.11 | 0.9318 | — | |
| MARLINPre-train=YTF [78], Evaluation Protocol=Fine-Tuning2022.11 | 0.9305 | 89.43 | |
| Curvelet-FAFECompression=LQ2026.04 | 0.9275 | 89.93 | |
| FDFLCompression=LQ2026.04 | 0.924 | 89 | |
| VideoMAEPre-train=YTF [78], Evaluation Protocol=Fine-Tuning2022.11 | 0.9082 | 87.57 | |
| XceptionSupervised=true2022.11 | 0.893 | 86.86 | |
| XceptionCompression=LQ2026.04 | 0.893 | 86.86 | |
| R3DSupervised=true2022.11 | 0.8772 | — | |
| Xception-ELACompression=LQ2026.04 | 0.829 | 79.63 | |
| P3DSupervised=true2022.11 | 0.6705 | — | |
| Face X-raySupervised=true2022.11 | 0.616 | — | |
| Face X-rayCompression=LQ2026.04 | 0.616 | — | |
| Constraied Conv.Supervised=true2022.11 | — | 66.84 | |
| CustomPooling CNNSupervised=true2022.11 | — | 61.18 | |
| LD-CNNSupervised=true2022.11 | — | 58.69 | |
| MesoNetSupervised=true2022.11 | — | 70.47 | |
| Steg.FeaturesSupervised=true2022.11 | — | 55.98 |