Link Prediction on MovieLen 10M (Recall@5, Precision@5)
9.32Recall@5CureLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CureLLMBackbone=LLaMA2, GNN Instance=SAGE2026.06 | 9.32 | 14.41 | |
| MuseGraph2026.06 | 8.57 | 13.43 | |
| TAPE2026.06 | 8.36 | 13.08 | |
| OpenGraph2026.06 | 8.33 | 12.16 | |
| WalkLM2026.06 | 8.18 | 11.97 | |
| GraphCL2026.06 | 8.16 | 11.75 | |
| SAGE2026.06 | 7.91 | 11.14 | |
| GIN2026.06 | 7.83 | 10.09 | |
| RoBERTa2026.06 | 7.82 | 10.14 | |
| GAT2026.06 | 7.78 | 10.2 | |
| Bert2026.06 | 7.56 | 9.81 | |
| GCN2026.06 | 7.45 | 9.81 | |
| MLP2026.06 | 7.26 | 9.43 | |
| MF2026.06 | 7.04 | 9.21 |