Metric: ROC AUC (higher is better)
| # | Model↕ | ROC AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FACTOR | 97.4 | No | Detecting Deepfakes Without Seeing Any | 2023-11-02 | Code |
| 2 | RealForensics | 97.1 | No | Leveraging Real Talking Faces via Self-Supervisi... | 2022-01-18 | Code |
| 3 | AVAD | 94.5 | No | Self-Supervised Video Forensics by Audio-Visual ... | 2023-01-04 | Code |
| 4 | FTCN | 93.1 | No | Exploring Temporal Coherence for More General Vi... | 2021-08-15 | Code |
| 5 | LipForensics | 91.1 | No | Lips Don't Lie: A Generalisable and Robust Appro... | 2020-12-14 | Code |
| 6 | AD DFD | 88.1 | No | - | - | - |
| 7 | Xception | 85.3 | No | FaceForensics++: Learning to Detect Manipulated ... | 2019-01-25 | Code |
| 8 | AVBYOL | 59.2 | No | Leveraging Real Talking Faces via Self-Supervisi... | 2022-01-18 | Code |
| 9 | VQGAN | 51.8 | No | Taming Transformers for High-Resolution Image Sy... | 2020-12-17 | Code |