ResearchBenchmarksLink Prediction on FB15k237 50 density 6.79 × 10−4 (test)Follow52.9Hit@10PROLINK45.51647.43349.3551.267Oct 15, 2025Evaluation ResultsMethodMethodLinksHit@10MRRPROLINKBackbone=Llama2-7bBackbone=Llama2-7b2025.1052.932.4ULTRAPre-trained=truePre-trained=true2025.1052.632.4KRLMPre-trained=truePre-trained=true2025.1052.632.8TRIXPre-trained=truePre-trained=true2025.1052.132.1MOTIFPre-trained=truePre-trained=true2025.1050.831.2Supervised SOTA2025.1045.829.3