Deepfake Detection on FaceForensics++ c40 (test)
99.5AUCRealForensics
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RealForensics2022.01 | 99.5 | 96.1 | |
| FTCN2022.01 | 98.3 | — | |
| LipForensics2022.01 | 98.1 | 94.2 | |
| Aletheia2026.04 | 96.8 | — | |
| LAA-Net2026.04 | 95.8 | — | |
| DF40 baseline2026.04 | 95 | — | |
| Xception baseline2026.04 | 94.2 | — | |
| CNN-GRU2022.01 | 92.2 | 90.1 | |
| Xception2022.01 | 92 | 89 | |
| CNN-aug2022.01 | 86.9 | 81.9 | |
| DefakerOneModel Category=MLLMs2026.05 | 84.7 | — | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 83.1 | — | |
| EffortModel Category=Vision Models2026.05 | 80.4 | — | |
| CDFAModel Category=Vision Models2026.05 | 79.7 | — | |
| FFDNModel Category=Vision Models2026.05 | 79.1 | — | |
| Patch-based2022.01 | 78.3 | 79.1 | |
| Face X-ray2022.01 | 77.3 | 34.2 | |
| FakeVLMModel Category=MLLMs2026.05 | 68.8 | — | |
| ForensicMOEModel Category=MLLMs2026.05 | 64.9 | — | |
| DRCTModel Category=Vision Models2026.05 | 59.2 | — | |
| MesorchModel Category=Vision Models2026.05 | 49.8 | — | |
| TruforModel Category=Vision Models2026.05 | 49.2 | — | |
| DTDModel Category=Vision Models2026.05 | 20.8 | — | |
| VeritasModel Category=MLLMs2026.05 | 4.4 | — | |
| Two-branch2022.01 | — | 91.1 |