ResearchBenchmarksKnowledge Graph Reasoning on IndER FB-100Follow65.5Hit@10KRLM25.56435.93246.356.668Oct 15, 2025Evaluation ResultsMethodMethodLinksHit@10MRRKRLMmode=FTmode=FT2025.1065.545.5KRLMmode=PTmode=PT2025.1064.744.5ULTRAmode=FTmode=FT2025.1064.344.4ULTRAmode=PTmode=PT2025.1064.244.9MOTIFmode=FTmode=FT2025.1064.243.9TRIXmode=PTmode=PT2025.1063.543.6PROLINKbackbone=Llama2-7bbackbone=Llama2-7b2025.1063.545.2TRIXmode=FTmode=FT2025.1063.343.6MOTIFmode=PTmode=PT2025.1062.842.8Supervised SOTA2025.1027.113.3