ResearchBenchmarksKnowledge Graph Reasoning on IndER NL-50Knowledge Graph Reasoning on IndER NL-50Follow59.8Hit@10KRLM44.7248.63552.5556.465Oct 15, 2025Evaluation resultsMethodMethodLinksHit@10MRRKRLMmode=FTmode=FT2025.1059.843.2ULTRAmode=FTmode=FT2025.1059.541.8KRLMmode=PTmode=PT2025.1058.841.2PROLINKbackbone=Llama2-7bbackbone=Llama2-7b2025.1057.941.1MOTIFmode=FTmode=FT2025.1057.341.4ULTRAmode=PTmode=PT2025.105740.7TRIXmode=FTmode=FT2025.1055.540.5TRIXmode=PTmode=PT2025.1054.840.4MOTIFmode=PTmode=PT2025.1053.237.3Supervised SOTA2025.1045.328.1