Improved Graph Convolutional Neural Network for Dance Tracking and Pose Estimation

Table 2

Top-1 accuracy of some kinetics actions.

Action category	ST-GCN	Proposed	Difference value
Pressing legs	37.7	44.3	6.6
Pressure shoulder	53	65.5	12.5
Push instep combination	19	17.5	−1.5
Stick training combination	76.5	81.1	4.6
Kick the hind legs	37	34	−3.0
Split jump	61	63.5	2.5
Big kick	17	15.8	−1.2
Lower waist	67.9	72.9	5
Splits	23.5	45.5	22
Small jump combination	75	71.5	−3.5