Table 2:

F1 scores for occurrence detection results on FERA 2017 Test partition.

	Valstar et al. [27]	Li et al. [17]	Batista et al. [3]	He et al. [12]	Ertugrul et al. [8]	Tang et al. [24]	Our model
AU1	0.147	0.215	0.219	0.198	0.196	0.263	0.329
AU4	0.044	0.044	0.056	0.043	0.067	0.118	0.187
AU6	0.630	0.755	0.785	0.747	0.766	0.776	0.814
AU7	0.755	0.805	0.816	0.784	0.791	0.808	0.878
AU10	0.758	0.810	0.838	0.816	0.840	0.865	0.865
AU12	0.687	0.753	0.780	0.809	0.819	0.843	0.837
AU14	0.668	0.750	0.747	0.691	0.764	0.757	0.758
AU15	0.220	0.208	0.145	0.208	0.247	0.362	0.376
AU17	0.274	0.286	0.388	0.398	0.349	0.424	0.467
AU23	0.342	0.356	0.286	0.374	0.413	0.519	0.578
Mean	0.452	0.498	0.506	0.507	0.525	0.574	0.609