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

Table 3

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

Algorithms	Accuracy	F1-score	NMI	Modularity
LGNN [12]	89.3	92.3	85.2	63.7
CP-GNN [13]	94.1	92.1	87.9	62.3
GCN [14]	95.4	94.8	88.1	64.9
The proposed method	96.6	95.2	93.7	65.2