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. 2024 Feb 9;10(5):e25757. doi: 10.1016/j.heliyon.2024.e25757

Table 7.

Performance Comparison of DL network's over the DFDC dataset.

DL-Models AC PR RC F1
Proposed 0.986 0.99 0.992 0.988
EfficientNEt 0.924 0.94 0.908 0.924
MobileNetv2 0.9 0.93 0.888 0.904
InceptionResV2 0.962 0.96 0.952 0.956
XceptionNet 0.968 0.96 0.964 0.964
Inception V3 0.96 0.93 0.94 0.936
DenseNet-169 0.98 0.97 0.968 0.972
NAISNet-Mobile 0.922 0.93 0.904 0.916
ResNet18 0.964 0.95 0.956 0.952
VGG-16 0.89 0.87 0.868 0.864
VGGFace 0.984 0.96 0.942 0.952
VGG-19 0.882 0.86 0.876 0.864