Entity Classification on RELBENCH rel-event user-repeat (test)
79.26AUROCRel-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| Rel-LLMEvaluation Protocol=Fine-tuned2025.06 | 79.26 | |
| FROG2026.05 | 79.11 | |
| RelGNN2026.05 | 78.15 | |
| RDLModel Type=GNN + Tabular2025.06 | 76.89 | |
| ICL + MLPEvaluation Protocol=MLP on LLM representations2025.06 | 76.72 | |
| ICLEvaluation Protocol=In-context learning2025.06 | 76.38 | |
| RDL2026.05 | 75.9 | |
| Rel-ZeroEvaluation Protocol=Zero-shot2025.06 | 68.12 | |
| LightGBMModel Type=Gradient Boosted Trees2025.06 | 68.04 | |
| LightGBM2026.05 | 67.83 |