WN18

WordNet18

The WN18 dataset has 18 relations scraped from WordNet for roughly 41,000 synsets, resulting in 141,442 triplets. It was found out that a large number of the test triplets can be found in the training set with another relation or the inverse relation. Therefore, a new version of the dataset WN18RR has been proposed to address this issue. Source: http://nlpprogress.com/english/relation_prediction.html

Graphs

벤치마크

Link Prediction on WN18RR 결과 75개

Link Prediction on WN18 결과 37개

Knowledge Graph Completion on WN18RR 결과 8개

Ancestor-descendant prediction on WN18RR 결과 1개

Dynamic Link Prediction on WN18 (filtered) 결과 1개

Link Prediction on WN18 (filtered) 결과 1개