Deepfake Detection Method Based on Cross-Domain Fusion

Table 3

The AUC value of testing on FF++ high-quality dataset with training model on FF++ low-quality dataset.

Method	DP40-model test DP23	F2F40-model test F2F23	FS40-model test FS23
Meso4 [15]	0.87	0.75	0.75
MesoInception4 [15]	0.94	0.90	0.89
InceptionV3 [12]	0.50	0.50	0.50
Our method	0.97	0.84	0.83

The bold is the detection result of our method.