| Paper | Code | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| DFD-HR: Generalizable Deepfake Detection via Hierarchical Routing Learning | ✓ Link | 0.91 | DFD-HR | 2026-06-03 |
| FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning | ✓ Link | 0.8505 | FSFM ViT-B | 2024-12-16 |
| GM-DF: Generalized Multi-Scenario Deepfake Detection | ✓ Link | 0.8316 | GM-DF | 2024-06-28 |
| Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection | ✓ Link | 0.830 | EFNB4 + LSDA (extra data) | 2023-11-19 |
| UCF: Uncovering Common Features for Generalizable Deepfake Detection | ✓ Link | 0.824 | UCF (extra data) | 2023-04-27 |