ResearchBenchmarksLink Prediction on MultiCNKGLink Prediction on MultiCNKGFollow0.418Mean Reciprocal Rank (MRR)DistMult0.202720.258610.31450.37039Oct 8, 2025Evaluation resultsMethodMethodLinksMean Reciprocal Rank (MRR)Mean Rank (MR)Precision@1 (P@1)Precision@3 (P@3)Precision@10 (P@10)DistMult2025.100.4182420.4440.4750.519TransE2025.100.4113910.4350.4990.518RotatE2025.100.3952630.3420.4630.571ConvE2025.100.3213750.3290.3630.493ComplEx2025.100.3012120.3330.3490.487HolmE2025.100.211—0.3010.3360.403