Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding

Benchmark Model Rank Results
link-prediction-on-fb15k-237Rot-Pro#37Hits@1: 0.246Hits@3: 0.383Hits@10: 0.540MRR: 0.344
link-prediction-on-wn18rrRot-Pro#27Hits@10: 0.577Hits@3: 0.482Hits@1: 0.397MRR: 0.457
link-prediction-on-yago3-10Rot-Pro#12Hits@1: 0.443Hits@3: 0.596Hits@10: 0.699MRR: 0.542
link-property-prediction-on-ogbl-wikikg2Rot-Pro#9Test MRR: 0.5602 ± 0.0016Ext. data: NoValidation MRR: 0.5740 ± 0.0008
link-property-prediction-on-ogbl-wikikg2RotPro#13Test MRR: 0.4277 ± 0.0008Ext. data: NoValidation MRR: 0.4174 ± 0.0058