ResearchBenchmarksRelation Prediction on 54 KGs Inductive e, r (MRR, Hits@1)Relation Prediction on 54 KGs Inductive e, r (MRR, Hits@1)Follow92.9MRRFLOCK77.92481.81285.789.588Oct 1, 2025Evaluation resultsMethodMethodLinksMRRHits@1FLOCKEvaluation Protocol=fi...Evaluation Protocol=finetuned2025.1092.988.9FLOCKEvaluation Protocol=ze...Evaluation Protocol=zero-shot2025.1089.884.6TRIXEvaluation Protocol=fi...Evaluation Protocol=finetuned2025.108578.5TRIXEvaluation Protocol=ze...Evaluation Protocol=zero-shot2025.1084.277ULTRAEvaluation Protocol=fi...Evaluation Protocol=finetuned2025.1082.374.1ULTRAEvaluation Protocol=ze...Evaluation Protocol=zero-shot2025.1078.569.1