A Dynamic Community Detection Method for Complex Networks Based on Deep Self-Coding Network

Table 4

Community detection results for different algorithms on the Football dataset (%).

Algorithms	Accuracy	F1-score	NMI	Modularity
LGNN [12]	60.1	60.9	49.7	31.8
CP-GNN [13]	58.9	61.2	43.6	33.7
GCN [14]	61.4	64.8	44.7	34.9
The proposed method	64.2	67.0	50.3	40.2