Sparse Spatial-Temporal Emotion Graph Convolutional Network for Video Emotion Recognition

Table 6

Top-1 accuracy (%) compared with state-of-the-art methods on Ekman-6 and VideoEmotion-8.

Method	Ekman	VideoEmotion-8
Emotion in context [11]	51.8	50.6
Xu et al. [20]	50.4	46.7
Kernelized feature [24]	54.4	49.7
Concept selection [42]	54.40	50.82
Ours	56.23	52.5