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

Table 1

Results on the FaceForensics++ dataset with LQ and HQ.

Methods	ACC (LQ) (%)	AUC (LQ)	ACC (HQ) (%)	AUC (HQ)
Meso-4 [27]	54.38	0.542	60.63	0.660
Meso-Incep [27]	58.30	0.694	64.49	0.734
HP-CNN [11]	62.59	0.683	64.09	0.712
Constrained Conv [47]	80.05	0.883	83.40	0.920
AMTEN [14]	83.76	0.868	85.69	0.917
XceptionNet [9]	88.04	0.974	92.29	0.985
ResNet34 [8]	93.93	0.753	96.68	0.803
DCWNet(ResNet34)	97.91	0.994	98.73	0.999