TABLE V.

F1 scores on the RU-FACS dataset [3]. “H” stands for an extra post-processing with HMM.

	F1-frame								F1-event
AU	SVM|H	Ada|H	Lap|H	DAM	MDA	GFK	iCPM	kCPM	SVM|H	Ada|H	Lap|H	DAM	MDA	GFK	iCPM	kCPM
1	26.8|25.8	23.0|15.9	21.2|15.0	18.9	27.3	23.5	26.7	32.4	30.5|31.9	27.1|30.7	17.7|36.7	24.8	26.0	30.9	40.7	36.0
2	22.2|17.8	14.0|14.4	16.5|14.0	16.7	17.7	19.7	22.5	26.9	17.8|14.9	12.5|13.0	10.1| 3.4	16.3	16.3	17.5	21.7	22.2
6	36.5|17.3	35.1| 9.9	27.6|10.1	26.6	30.8	32.7	41.1	44.5	21.9| 9.5	22.8|16.1	13.4| 4.3	19.9	18.3	20.2	25.0	34.1
12	64.3|58.4	59.1|24.5	48.9|25.8	39.4	59.8	63.7	67.6	65.0	39.9|36.5	36.7|24.9	30.5| 7.5	30.8	36.4	35.2	45.1	46.2
14	17.4|10.6	13.7|12.0	1.3| 9.4	12.8	15.9	18.7	15.4	19.9	14.3|12.2	10.6|19.4	2.3|13.4	9.7	14.0	13.5	19.2	18.7
15	12.7| 6.6	8.2| 7.8	1.3| 5.0	6.8	12.1	12.6	16.9	14.7	9.2| 8.5	7.4|12.2	2.1| 4.2	5.2	10.9	9.8	15.7	14.2
17	41.2|12.9	47.8|48.4	10.0| 9.5	20.7	36.9	36.3	43.8	48.8	26.6|10.5	34.3|32.1	9.7| 5.1	23.8	18.3	19.6	37.5	35.7
Av.	31.6|21.3	28.7|19.0	18.1|12.7	20.3	28.6	29.6	33.4	36.1	22.9|17.7	21.6|21.2	12.3|10.7	18.6	20.0	21.0	29.3	29.6