AutoSF: Searching Scoring Functions for Knowledge Graph Embedding

Benchmark Model Rank Results
link-prediction-on-fb15kAutoKGE#1MRR: 0.861Hits@10: 0.914
link-prediction-on-fb15k-237AutoKGE#52Hits@10: 0.555MRR: 0.365
link-prediction-on-wn18AutoKGE#2Hits@10: 0.961MRR: 0.952
link-prediction-on-wn18rrAutoSF#34Hits@10: 0.567MRR: 0.490
link-property-prediction-on-ogbl-biokgAutoSF#8Test MRR: 0.8309 ± 0.0008Ext. data: NoValidation MRR: 0.8317 ± 0.0007
link-property-prediction-on-ogbl-wikikg2AutoSF#10Test MRR: 0.5458 ± 0.0052Ext. data: NoValidation MRR: 0.5510 ± 0.0063