Link Trustworthiness Evaluation over Multiple Heterogeneous Information Networks

Table 4

Performance of all the methods over data with different levels of noise.

Data	Multi-HITE		Minfluence-		Mattribute-		TransE		R-GCN		DistMult		ComplexE
	acc.	F1	acc.	F1	acc.	F1	acc.	F1	acc.	F1	acc.	F1	acc.	F1
10% neg.	0.91	0.92	0.90	0.90	0.90	0.89	0.91	0.90	0.90	0.90	0.91	0.91	0.91	0.91
20% neg.	0.90	0.91	0.89	0.89	0.89	0.89	0.91	0.90	0.89	0.89	0.90	0.90	0.90	0.90
40% neg.	0.92	0.92	0.90	0.89	0.89	0.89	0.90	0.90	0.89	0.89	0.88	0.88	0.88	0.88

“acc.” and “F1” denote the accuracy and F1-score of estimations, respectively.