Link Prediction on ogbl-citation2 (official)
90.72MRRMPLP+
Evaluation Results
| Method | Links | |
|---|---|---|
| MPLP+2024.11 | 90.72 | |
| Optimized GAE2024.11 | 88.74 | |
| NCN2024.11 | 88.09 | |
| SEAL2024.11 | 87.67 | |
| SEALCategory=Labeling Trick2020.10 | 87.67 | |
| SEAL2021.12 | 87.67 | |
| BUDDY2024.11 | 87.56 | |
| Neo-GNN2024.11 | 87.26 | |
| PLNLP2021.12 | 84.92 | |
| GAEBackbone=GCN2024.11 | 84.74 | |
| GCNCategory=Plain GAE2020.10 | 84.74 | |
| GCN2021.12 | 84.74 | |
| GAEBackbone=GraphSAGE2024.11 | 82.6 | |
| GraphSAGECategory=Plain GAE2020.10 | 82.6 | |
| SAGE2021.12 | 82.6 | |
| GCN+DRNLCategory=Labeling Trick2020.10 | 81.27 | |
| GCN+LRGACategory=Plain GAE2020.10 | 66.49 | |
| Node2vecCategory=Non-GNN2020.10 | 61.41 | |
| GCN+DECategory=Labeling Trick2020.10 | 60.3 | |
| RA2024.11 | 51.98 | |
| AA2024.11 | 51.89 | |
| AACategory=Non-GNN2020.10 | 51.89 | |
| AA2021.12 | 51.89 | |
| MFCategory=Non-GNN2020.10 | 51.86 | |
| MF2021.12 | 51.86 | |
| CN2024.11 | 51.47 | |
| CNCategory=Non-GNN2020.10 | 51.47 | |
| CN2021.12 | 51.47 | |
| MLPCategory=Non-GNN2020.10 | 29.06 |