Entity Classification on RELBENCH rel-trial study-outcome (test)
71.04AUROCRel-LLM
Evaluation Results
| Method | Links | |
|---|---|---|
| Rel-LLMEvaluation Protocol=Fine-tuned2025.06 | 71.04 | |
| LightGBMModel Type=Gradient Boosted Trees2025.06 | 70.09 | |
| RDLModel Type=GNN + Tabular2025.06 | 68.6 | |
| ICL + MLPEvaluation Protocol=MLP on LLM representations2025.06 | 68.38 | |
| Rel-ZeroEvaluation Protocol=Zero-shot2025.06 | 59.02 | |
| ICLEvaluation Protocol=In-context learning2025.06 | 55.72 |