Community Detection Based on DeepWalk Model in Large-Scale Networks

Table 3

Comparison in terms of NMI on LFR benchmark networks.

Algorithm	LFR1	LFR2	LFR3	LFR4
GN	1.0	1.0	—	—
Louvain	0.983	1.0	0.914	0.964
Ours	0.986	1.0	0.942	0.970

Note. the entries corresponding to the best detection result are emboldened; “—” indicates that there are no running results.