Deepfake Detection on Face Replacement
96PrecisionMagDR (CD+DD)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MagDR (CD+DD)Attack Method=C&W2021.03 | 96 | 100 | 98 | |
| CDAttack Method=PGD2021.03 | 95 | 94 | 94 | |
| MagDR (CD+DD)Attack Method=PGD2021.03 | 95 | 100 | 97 | |
| CDAttack Method=C&W2021.03 | 87 | 99 | 92 | |
| DDAttack Method=C&W2021.03 | 84 | 100 | 91 | |
| NNIF et al.Attack Method=C&W2021.03 | 82 | 66 | 73 | |
| NNIF et al.Attack Method=PGD2021.03 | 78 | 62 | 69 | |
| DDAttack Method=PGD2021.03 | 76 | 100 | 87 | |
| Meng et al.Attack Method=PGD2021.03 | 56 | 56 | 56 | |
| Metzen et al.Attack Method=C&W2021.03 | 52 | 52 | 51 | |
| Meng et al.Attack Method=C&W2021.03 | 51 | 51 | 50 | |
| Lu et al.Attack Method=C&W2021.03 | 48 | 50 | 43 | |
| Metzen et al.Attack Method=PGD2021.03 | 46 | 44 | 43 | |
| Lu et al.Attack Method=PGD2021.03 | 45 | 53 | 46 | |
| OTDAttack Method=C&W2021.03 | 28 | 53 | 36 | |
| OTDAttack Method=PGD2021.03 | 27 | 52 | 35 |