ResearchBenchmarksEntity Classification on RELBENCH rel-f1 driver-top3 (val)Follow78.03AUROCRel-LLM57.791663.045868.373.5542Jun 6, 2025Evaluation ResultsMethodMethodLinksAUROCRel-LLMEvaluation Protocol=Fi...Evaluation Protocol=Fine-tuned2025.0678.03RDLModel Type=GNN + TabularModel Type=GNN + Tabular2025.0677.64LightGBMModel Type=Gradient Bo...Model Type=Gradient Boosted Trees2025.0667.76Rel-ZeroEvaluation Protocol=Ze...Evaluation Protocol=Zero-shot2025.0658.57