SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

Benchmark Model Rank Results
link-prediction-on-fb15k-237SimKGCIB(+PB+SN)#33Hits@1: 0.249Hits@3: 0.365Hits@10: 0.511MRR: 0.336
link-prediction-on-wikidata5mSimKGC + Description#4MRR: 0.358Hits@10: 0.441Hits@1: 0.313Hits@3: 0.376
link-prediction-on-wn18rrSimKGCIB(+PB+SN)#2Hits@10: 0.817Hits@3: 0.731Hits@1: 0.588MRR: 0.671