Table 3.

Area under curve (AUC) scores for link prediction.

Dataset	Ours	DeepWalk	node2vec	LINE	Jaccard's coefficient	PhUSION
BlogCatalog	0.92 (16%)	0.73	0.79	0.79	0.77	0.64
PPI	0.91 (3%)	0.82	0.88	0.88	0.86	0.61
Wikipedia	0.87 (17%)	0.74	0.74	0.72	0.67	0.56

Comparison with popular baselines. The number in parenthesis shows the performance gain when compared with the second best baseline.

Bold value stands for the best performance for each dataset.