Link Prediction on C.ele 50% observed links without node attributes
86.49APWALKPOOL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 86.49 | — | |
| WP(ones)node_attributes=None2021.10 | 86.49 | 87.83 | |
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 86.25 | — | |
| WP(DL)node_attributes=None2021.10 | 86.25 | 87.62 | |
| PRnode_attributes=None2021.10 | 84.15 | — | |
| PRnode_attributes=None2021.10 | 84.15 | 84.95 | |
| WLKnode_attributes=None2021.10 | 83.2 | — | |
| WLKnode_attributes=None2021.10 | 83.2 | 83.29 | |
| SEALnode_attributes=None2021.10 | 81.99 | — | |
| SEALnode_attributes=None2021.10 | 81.99 | 82.33 | |
| Katznode_attributes=None2021.10 | 79.94 | — | |
| Katznode_attributes=None2021.10 | 79.94 | 79.99 | |
| MFnode_attributes=None2021.10 | 77.82 | — | |
| MFnode_attributes=None2021.10 | 77.82 | 78.49 | |
| WLNMnode_attributes=None2021.10 | 76.12 | — | |
| WLNMnode_attributes=None2021.10 | 76.12 | 75.72 | |
| AAnode_attributes=None2021.10 | 73.4 | — | |
| AAnode_attributes=None2021.10 | 73.4 | 73.37 | |
| N2Vnode_attributes=None2021.10 | 72.91 | — | |
| N2Vnode_attributes=None2021.10 | 72.91 | 75.53 | |
| LINEnode_attributes=None2021.10 | 60.71 | — | |
| LINEnode_attributes=None2021.10 | 60.71 | 59.46 | |
| SPCnode_attributes=None2021.10 | 55.31 | — | |
| SPCnode_attributes=None2021.10 | 55.31 | 47.3 |