ResearchBenchmarksKnowledge Graph Reasoning on IndER WK-50Follow36.2Hit@10Supervised SOTA27.67229.88632.134.314Oct 15, 2025Evaluation ResultsMethodMethodLinksHit@10MRRSupervised SOTA2025.1036.224.7KRLMmode=FTmode=FT2025.1032.816.8ULTRAmode=PTmode=PT2025.1032.416.6MOTIFmode=PTmode=PT2025.1031.416.3TRIXmode=PTmode=PT2025.1031.316.6TRIXmode=FTmode=FT2025.1031.316.6KRLMmode=PTmode=PT2025.1030.616MOTIFmode=FTmode=FT2025.1030.416PROLINKbackbone=Llama2-7bbackbone=Llama2-7b2025.1028.616.8ULTRAmode=FTmode=FT2025.102814