ResearchBenchmarksEntity Classification on RELBENCH rel-amazon user-churn (val)Follow71.85AUROCRel-LLM51.25856.60461.9567.296Jun 6, 2025Evaluation ResultsMethodMethodLinksAUROCRel-LLMEvaluation Protocol=Fi...Evaluation Protocol=Fine-tuned2025.0671.85RDLModel Type=GNN + TabularModel Type=GNN + Tabular2025.0670.45Rel-ZeroEvaluation Protocol=Ze...Evaluation Protocol=Zero-shot2025.0659.97LightGBMModel Type=Gradient Bo...Model Type=Gradient Boosted Trees2025.0652.05