Detection of GAN-Synthesized Image Based on Discrete Wavelet Transform

Table 2

Performance of FakeSpotter, AutoGAN, and FID.

	Precision	Recall	F1	Accuracy	AP	AUC	FPR	FNR
FID	0.9845	0.9845	0.9845	0.9845	0.9889	0.9901	0.021	0.015
FakeSpotter	0.912	0.924	0.918	0.919	0.881	0.919	0.076	0.087
AutoGAN	0.757	0.663	0.707	0.725	0.67	0.725	0.033	0.213