Entity Classification on RELBENCH rel-amazon user-churn (test)
0.7189AUROCRel-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| Rel-LLMEvaluation Protocol=Fine-tuned2025.06 | 0.7189 | |
| RDLModel Type=GNN + Tabular2025.06 | 0.7042 | |
| ICL + MLPEvaluation Protocol=MLP on LLM representations2025.06 | 0.6656 | |
| ICLEvaluation Protocol=In-context learning2025.06 | 0.6056 | |
| Rel-ZeroEvaluation Protocol=Zero-shot2025.06 | 0.6007 | |
| LightGBMModel Type=Gradient Boosted Trees2025.06 | 0.5222 |