Entity Classification on RELBENCH rel-hm user-churn (test)
0.7055AUROCRel-LLM
Evaluation Results
| Method | Links | |
|---|---|---|
| Rel-LLMEvaluation Protocol=Fine-tuned2025.06 | 0.7055 | |
| RDLModel Type=GNN + Tabular2025.06 | 0.6988 | |
| ICL + MLPEvaluation Protocol=MLP on LLM representations2025.06 | 0.6872 | |
| ICLEvaluation Protocol=In-context learning2025.06 | 0.6434 | |
| Rel-ZeroEvaluation Protocol=Zero-shot2025.06 | 0.5595 | |
| LightGBMModel Type=Gradient Boosted Trees2025.06 | 0.5521 |