How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View

Benchmark Model Rank Results
link-prediction-on-fb15k-237SE-GNN (ours)#12Hits@1: 0.271Hits@3: 0.399Hits@10: 0.549MRR: 0.365MR: 157
link-prediction-on-wn18rrSE-GNN (ours)#30Hits@10: 0.572Hits@3: 0.509Hits@1: 0.446MRR: 0.484MR: 3211