Dual-Tree Complex Wavelet Transform-Based Direction Correlation for Face Forgery Detection

Table 3

Detection results for different face manipulations.

Methods	Deepfake (%)	Face2Face (%)	FaceSwap (%)	Neural Textures (%)
Meso-4 [27]	53.31	61.80	62.08	50.33
Meso-Incep [27]	76.01	71.12	71.69	50.30
HP-CNN [11]	86.03	81.48	89.30	77.07
Constrained Conv [47]	82.39	81.63	88.57	79.15
AMTEN [14]	86.56	84.76	80.12	76.07
XceptionNet [9]	97.51	97.24	97.11	79.41
ResNet34 [8]	98.32	98.35	97.90	95.90
DCWNet(ResNet34)	99.54	99.55	98.84	96.24