ResearchBenchmarksKnowledge Graph Reasoning on IndER FB-50Follow55.2Hit@10KRLM31.59237.72143.8549.979Oct 15, 2025Evaluation ResultsMethodMethodLinksHit@10MRRKRLMmode=FTmode=FT2025.1055.234.5PROLINKbackbone=Llama2-7bbackbone=Llama2-7b2025.1054.933.6TRIXmode=PTmode=PT2025.1054.733.4TRIXmode=FTmode=FT2025.1054.733.4MOTIFmode=PTmode=PT2025.1054.633.8MOTIFmode=FTmode=FT2025.1054.434ULTRAmode=PTmode=PT2025.1054.333.8KRLMmode=PTmode=PT2025.1054.133.9ULTRAmode=FTmode=FT2025.1053.833.4Supervised SOTA2025.1032.518.9