3D Digital Model of Folk Dance Based on Few-Shot Learning and Gesture Recognition

Table 3

The best average recognition rate of the six algorithms on the NMHA-TP-WP dataset.

algorithm	PCA	LDA	L SDA	MFA	GMSS	EMRP-9	EMRP-81
Falling	0.770	0.706	0.771	0.671	0.692	0.739	0.785
Jumping	0.849	0.860	0.850	0.795	0.821	0.910	0.911
Running	0.901	0.876	0.868	0.898	0.898	0.953	0.955
Sit to stand	0.588	0.584	0.558	0.611	0.485	0.606	0.585
Stand to sit	0.619	0.608	0.658	0.671	0.440	0.702	0.695
Walking	0.682	0.663	0.706	0.763	0.768	0.768	0.792
Step walking	0.859	0.882	0.965	0.932	0.950	0.924	0.937