Deepfake detection on Authentica-HDTF (test)
0.9969AUCFauxNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FauxNetTraining dataset=FF++, Zero-shot protocol=true, Multitask learning=true2025.11 | 0.9969 | 92.58 | |
| FauxNetTraining dataset=FF++, Zero-shot protocol=true, Multitask learning=false2025.11 | 0.9962 | 88.93 | |
| Efficient B4Training dataset=FF++, Zero-shot protocol=true2025.11 | 0.7555 | 32.47 | |
| VideoMAETraining dataset=FF++, Zero-shot protocol=true, Multitask learning=false2025.11 | 0.7343 | 84.11 | |
| VideoMAETraining dataset=FF++, Zero-shot protocol=true, Multitask learning=true2025.11 | 0.7127 | 85.2 | |
| LipForensicsTraining dataset=FF++, Zero-shot protocol=true2025.11 | 0.5963 | 48 | |
| LAA-NetTraining dataset=FF++, Zero-shot protocol=true2025.11 | 0.508 | 16.44 |