Link Prediction on MovieLen-1M (Recall@5, Precision@5)
5.2Recall@5CureLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CureLLMBackbone=LLaMA2, GNN Instance=SAGE2026.06 | 5.2 | 12.89 | |
| GraphAdapter2026.06 | 4.83 | 11.53 | |
| MuseGraph2026.06 | 4.72 | 11.4 | |
| TAPE2026.06 | 4.69 | 11.32 | |
| WalkLM2026.06 | 4.59 | 11.05 | |
| OpenGraph2026.06 | 4.43 | 10.94 | |
| GraphCL2026.06 | 4.33 | 10.88 | |
| SAGE2026.06 | 4.31 | 10.67 | |
| GAT2026.06 | 4.28 | 10.17 | |
| RoBERTa2026.06 | 4.21 | 9.91 | |
| GIN2026.06 | 4.19 | 9.94 | |
| Bert2026.06 | 4.17 | 9.85 | |
| GCN2026.06 | 4.15 | 9.83 | |
| MLP2026.06 | 4.02 | 9.49 | |
| MF2026.06 | 3.96 | 9.25 |