[Retracted] Comparative Analysis of Deepfake Image Detection Method Using Convolutional Neural Network

Table 1

Obtained results after implementing the models.

CNN architecture’s name	Accuracy	Precision	Recall	F1-score	AUC
VGG19	0.94	0.91	0.97	0.94	0.987
VGG16	0.92	0.93	0.92	0.92	0.977
VGGFace	0.99	0.99	0.98	0.99	0.998
DenseNet169	0.95	0.99	0.92	0.95	0.996
DenseNet201	0.96	0.96	0.97	0.96	0.994
DenseNet121	0.97	0.99	0.70	0.82	0.971
ResNet50	0.97	0.99	0.95	0.97	0.997
Custom model	0.90	0.84	0.99	0.91	0.989