Multisemantic Path Neural Network for Deepfake Detection

Table 4

Ablation experiment on assigning weight to different semantics by adding attention module (ACC %).

	Acc (%) on FF++(HQ)				Acc (%) on FF++(LQ)
	DeepFakes	Face2Face	FaceSwap	NeuralTextures	DeepFakes	Face2Face	FaceSwap	NeuralTextures
Without attention	99.73	99.09	99.17	91.2	93.83	91.15	92.47	74.41
With attention	99.49	99.35	99.06	91.31	94.87	91.26	91.13	74.75

Bold values indicate higher results in two experiments.