Table 5.
Comparison of the core with proposed models over FF++ deep fake collections.
CNN-Model |
PR (%) |
RC (%) |
F1 (%) |
AC (%) |
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
FS | F2F | NT | FS | F2F | NT | FS | F2F | NT | FS | F2F | NT | |
ResNet-18 | 94.15 | 89.42 | 94.33 | 90.19 | 92.5 | 94.22 | 91.1 | 88.5 | 85.23 | 89.2 | 92.5 | 86.6 |
Propose Model | 99.25 | 98.23 | 95.48 | 97.89 | 97.8 | 97.66 | 96.3 | 92.9 | 89.56 | 98.9 | 98.0 | 96.2 |