Table 7.

Comparison of our proposed DSwarm-Net model with existing methods on the HDM05 dataset using 10 random split-mean protocol.

Method	Year	Classification accuracy (%)
HCN72	2018	86.51
PB-GCN26	2018	88.2
Deep STGC27	2019	85.29
2S-AGCN29	2019	88.5
PGCN-TCA30	2020	86.71
SGCN73	2021	85.45
Di-StddNet74	2021	82.32
DSwarm-Net	2021	90.67