Research Article

Knowledge Graph Representation via Similarity-Based Embedding

Table 2

Dataset statistics.

Dataset #Entity #Relation #Train #Valid #Test

WN18 40,934 18 141,442 5,000 5,000
FB15K 14,951 1,345 483,142 50,000 59,071
FB40K 37,591 1,317 325,350 5,000 5,000