ResearchBenchmarksEntity Classification on RELBENCH rel-hm user-churn (val)Follow70.89AUROCRel-LLM55.456459.463263.4767.4768Jun 6, 2025Evaluation ResultsMethodMethodLinksAUROCRel-LLMEvaluation Protocol=Fi...Evaluation Protocol=Fine-tuned2025.0670.89RDLModel Type=GNN + TabularModel Type=GNN + Tabular2025.0670.42Rel-ZeroEvaluation Protocol=Ze...Evaluation Protocol=Zero-shot2025.0656.83LightGBMModel Type=Gradient Bo...Model Type=Gradient Boosted Trees2025.0656.05