Convolutional 2D Knowledge Graph Embeddings

Benchmark Model Rank Results
link-prediction-on-fb15kInverse Model#14MRR: 0.660Hits@1: 0.658Hits@3: 0.659Hits@10: 0.660MR: 2501
link-prediction-on-fb15kConvE#15MRR: 0.657Hits@1: 0.558Hits@3: 0.723Hits@10: 0.831MR: 51
link-prediction-on-fb15k-237ConvE#41Hits@1: 0.237Hits@3: 0.356Hits@10: 0.501MRR: 0.325
link-prediction-on-fb15k-237Inverse Model#50Hits@1: 0.007Hits@3: 0.011Hits@10: 0.014MRR: 0.010MR: 7030
link-prediction-on-umlsConvE#5Hits@10: 0.990MR: 1.51
link-prediction-on-wn18Inverse Model#1Hits@10: 0.964Hits@3: 0.964Hits@1: 0.953MRR: 0.963MR: 740
link-prediction-on-wn18ConvE#15Hits@10: 0.956Hits@3: 0.946Hits@1: 0.935MRR: 0.943MR: 374
link-prediction-on-wn18rrConvE#56Hits@10: 0.520Hits@3: 0.440Hits@1: 0.400MRR: 0.430
link-prediction-on-wn18rrInverse Model#63Hits@10: 0.35Hits@3: 0.35Hits@1: 0.35MRR: 0.35MR: 13526
link-prediction-on-yago3-10ConvE#14Hits@10: 0.62MRR: 0.44