1) Typical Methods. Three typical knowledge graph embedding methods includes TransE, TransR and TransH are selected as baselines. 2) Path-based Methods. We compare our method with two typical path-based model include PTransE, and ALL-PATHS BIBREF18. 3) Attribute-incorporated Methods. Several state-of-art attribute-incorporated methods including R-GCN BIBREF24 and KR-EAR BIBREF26 are used to compare with our methods on three real datasets. 
 Question: What seven state-of-the-art methods are used for comparison?
TransE, TransR and TransH PTransE, and ALL-PATHS R-GCN BIBREF24 and KR-EAR BIBREF26