| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DF40 and FFHQ unseen generators | CLIP | FFHQ Accuracy52.4 | 14 | 18d ago | |
| Unseen Advanced Generators VAE, HART, FLUX | Xception | VAE Accuracy84.16 | 14 | 18d ago | |
| OW-DFA-40 Protocol-3 | CAL (w/o KU) | All ACC91.5 | 10 | 1mo ago | |
| OW-DFA-40 Protocol-2 | CAL | All Accuracy82.8 | 10 | 1mo ago | |
| OW-DFA-40 Protocol-1 | CAL | All Accuracy88.3 | 10 | 1mo ago | |
| Celeb-DF++ (unseen generators) | MFCLIP | LivePortrait (ACC)80.56 | 9 | 18d ago | |
| Authentica-HDTF (test) | FauxNet | Accuracy90.99 | 4 | 1mo ago | |
| Authentica-Vox (test) | FauxNet | Accuracy93.35 | 4 | 1mo ago | |
| Deepfake Detection Multitask (test) | Wav2Vec2-BERT | Attribution Accuracy92.69 | 2 | 1mo ago |
