Do Deepfakes Adequately Display Emotions? A Study on Deepfake Facial Emotion Expression

Table 3

Global data of emotions in original and fake recordings, displayed by emotion.

Emotion	Dynamic model						Static model
	EPC	EPOA	EPFA	%C	%O	%F	EPC	EPOA	EPFA	%C	%O	%F
Sadness	6047	15099	11827	28.60	71.40	55.93	242246	166103	150972	59.32	40.68	36.97
Fear	46	295	171	13.49	86.51	50.15	349	2513	2232	12.19	87.81	77.99
Happiness	190312	94701	61022	66.77	33.23	21.41	190312	94701	61022	66.77	33.23	21.41
Anger	431	3029	2808	12.46	87.54	81.16	431	3029	2808	12.46	87.54	81.16
Surprise	13378	14196	12078	48.52	51.48	43.80	77445	87270	64647	47.02	52.98	39.25
Disgust	13106	12685	12583	50.82	49.18	48.79	181323	163951	115179	52.52	47.48	33.36
Neutral	36971	61327	64760	37.61	62.39	65.88	197	1973	2031	9.08	90.92	93.59