ResearchBenchmarksKnowledge Graph Completion on Pretraining 3 graphsKnowledge Graph Completion on Pretraining 3 graphsFollow42.3MRRKGPFN40.63641.06841.541.932May 14, 2026Evaluation resultsMethodMethodLinksMRRHits@10KGPFNSetting=In-contextSetting=In-context2026.0542.362.3MotifSetting=Fine-tunedSetting=Fine-tuned2026.0541.556.5TRIXSetting=Fine-tunedSetting=Fine-tuned2026.0541.556.3ULTRASetting=Fine-tunedSetting=Fine-tuned2026.0540.756.8