Complex Embeddings for Simple Link Prediction

Benchmark Model Rank Results
link-prediction-on-fb122ComplEx#4HITS@3: 67.3Hits@5: 69.5Hits@10: 71.9MRR: 64.1
link-prediction-on-fb15k-237ComplEx#62Hits@10: 0.428
link-prediction-on-umlsComplEx#9Hits@10: 0.967MR: 2.59
link-prediction-on-wn18ComplEx#21Hits@10: 0.947Hits@3: 0.936Hits@1: 0.936MRR: 0.941
link-prediction-on-wn18rrComplEx#58Hits@10: 0.510Hits@1: 0.410MRR: 0.440
link-property-prediction-on-ogbl-biokgComplEx#10Test MRR: 0.8095 ± 0.0007Ext. data: NoValidation MRR: 0.8105 ± 0.0001
link-property-prediction-on-ogbl-wikikg2ComplEx (250dim)#14Test MRR: 0.4027 ± 0.0027Ext. data: NoValidation MRR: 0.3759 ± 0.0016
link-property-prediction-on-ogbl-wikikg2ComplEx (50dim)#15Test MRR: 0.3804 ± 0.0022Ext. data: NoValidation MRR: 0.3534 ± 0.0052