Entity Classification on RELBENCH rel-stack (user-engagement) (test)
0.9121AUROCRel-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| Rel-LLMEvaluation Protocol=Fine-tuned2025.06 | 0.9121 | |
| RDLModel Type=GNN + Tabular2025.06 | 0.9059 | |
| ICL + MLPEvaluation Protocol=MLP on LLM representations2025.06 | 0.8709 | |
| ICLEvaluation Protocol=In-context learning2025.06 | 0.8101 | |
| Rel-ZeroEvaluation Protocol=Zero-shot2025.06 | 0.6946 | |
| LightGBMModel Type=Gradient Boosted Trees2025.06 | 0.6339 |