ResearchBenchmarksEntity Classification on RELBENCH rel-trial study-outcome (val)Follow70.93AUROCRel-LLM57.72261.15164.5868.009Jun 6, 2025Evaluation ResultsMethodMethodLinksAUROCRel-LLMEvaluation Protocol=Fi...Evaluation Protocol=Fine-tuned2025.0670.93LightGBMModel Type=Gradient Bo...Model Type=Gradient Boosted Trees2025.0668.3RDLModel Type=GNN + TabularModel Type=GNN + Tabular2025.0668.18Rel-ZeroEvaluation Protocol=Ze...Evaluation Protocol=Zero-shot2025.0658.23