Visual Emotion Analysis via Affective Semantic Concept Discovery

Table 4

Emotion classification accuracy (%) on five datasets for different methods.

Methods	FI	EmotionROI	Flickr	Instagram	Twitter
PAEF	46.13	34.84	66.61	64.17	67.51
SentiBank	49.23	35.24	69.26	66.53	65.93
DeepSentiBank	51.54	42.53	70.16	67.13	70.23
HLCs-object	49.10	36.36	69.35	67.03	70.33
HLCs-scene	53.48	45.45	73.52	72.67	75.96
HLCs	54.80	42.59	74.55	73.98	77.81
Ours	61.55	49.95	75.13	75.02	78.87