Link Prediction on Sports
4.12Recall@5CureLLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CureLLMBackbone=LLaMA2, GNN Instance=SAGE2026.06 | 4.12 | — | — | 91 | |
| MuseGraph2026.06 | 3.89 | — | — | 83 | |
| TAPE2026.06 | 3.86 | — | — | 80 | |
| GraphAdapter2026.06 | 3.62 | — | — | 78 | |
| OpenGraph2026.06 | 3.51 | — | — | 73 | |
| WalkLM2026.06 | 3.47 | — | — | 74 | |
| GraphCL2026.06 | 3.43 | — | — | 72 | |
| SAGE2026.06 | 3.36 | — | — | 70 | |
| RoBERTa2026.06 | 3.28 | — | — | 68 | |
| GAT2026.06 | 3.11 | — | — | 64 | |
| Bert2026.06 | 3.09 | — | — | 64 | |
| GCN2026.06 | 3.05 | — | — | 62 | |
| GIN2026.06 | 3.05 | — | — | 63 | |
| MLP2026.06 | 3.01 | — | — | 61 | |
| MF2026.06 | 2.92 | — | — | 58 | |
| BERTSetting=32-shot2023.05 | — | 16.48 | 25.35 | — | |
| BERT.MLMSetting=32-shot2023.05 | — | 29.36 | 41.6 | — | |
| GraphFormersSetting=32-shot2023.05 | — | 16.69 | 25.74 | — | |
| PATTONSetting=32-shot2023.05 | — | 46.68 | 60.96 | — | |
| SCIPATTONSetting=32-shot2023.05 | — | 49.72 | 63.76 | — | |
| SimCSE.in-domainSetting=32-shot2023.05 | — | 49.17 | 63.48 | — | |
| w/o MNPSetting=32-shot2023.05 | — | 36.05 | 49.78 | — |