GreenKGC: A Lightweight Knowledge Graph Completion Method

Benchmark Model Rank Results
link-prediction-on-fb15k-237RotatE + GreenKGC (Ours)#21Hits@1: 0.265Hits@3: 0.369Hits@10: 0.507MRR: 0.345
link-prediction-on-fb15k-237TransE + GreenKGC (Ours)#32Hits@1: 0.251Hits@3: 0.356Hits@10: 0.493MRR: 0.331
link-prediction-on-wn18rrRotatE + GreenKGC (Ours)#63Hits@10: 0.491Hits@3: 0.43MRR: 0.411
link-prediction-on-wn18rrTransE + GreenKGC (Ours)#65Hits@10: 0.413Hits@3: 0.365Hits@1: 0.3MRR: 0.342