Layer Information Similarity Concerned Network Embedding

Table 3

Results of link prediction on different datasets.

Model	CKM	PIERRE	ARABIDOPSIS	MUS	Arxiv
Node2Vec	0.707	0.572	0.525	0.651	0.753
DeepWalk	0.7	0.589	0.563	0.626	0.759
PMNE_n	0.781	0.8	0.828	0.867	0.872
PMNE_r	0.789	0.65	0.586	0.62	0.782
PMNE_c	0.763	0.516	0.529	0.563	0.599
MNE	0.785	0.791	0.765	0.779	0.834
CrossMNA	0.828	0.733	0.845	0.879	0.922
LISCNE	0.883	0.792	0.825	0.888	0.924