Link Prediction on ogbl-citation2 (val)
89.87MRRCFG
Evaluation Results
| Method | Links | |
|---|---|---|
| CFG2023.09 | 89.87 | |
| SIEG2023.09 | 89.78 | |
| SUREL2023.09 | 88.91 | |
| NGNN + SEAL2023.09 | 88.79 | |
| S3GRLfeature=PoS Plus2023.09 | 88.09 | |
| SEALCategory=Labeling Trick2020.10 | 87.57 | |
| SEALParams=0.26M2020.12 | 87.57 | |
| SEAL2023.09 | 87.57 | |
| AGDNParams=0.31M2020.12 | 85.56 | |
| AGDNsampling=GraphSAINT2023.09 | 85.56 | |
| PLNLPParams=146.51M2020.12 | 84.9 | |
| PLNLP2023.09 | 84.9 | |
| GCNCategory=Plain GAE2020.10 | 84.79 | |
| GCNParams=0.30M2020.12 | 84.79 | |
| GraphSAGECategory=Plain GAE2020.10 | 82.63 | |
| GraphSAGEParams=0.46M2020.12 | 82.63 | |
| GCN+DRNLCategory=Labeling Trick2020.10 | 81.07 | |
| GCN+LRGACategory=Plain GAE2020.10 | 66.48 | |
| Node2vecCategory=Non-GNN2020.10 | 61.24 | |
| GCN+DECategory=Labeling Trick2020.10 | 60.17 | |
| MFCategory=Non-GNN2020.10 | 51.81 | |
| Matrix FactorizationParams=281.11M2020.12 | 51.81 | |
| Resource AllocationParams=02020.12 | 51.77 | |
| AACategory=Non-GNN2020.10 | 51.67 | |
| Adamic AdarParams=02020.12 | 51.67 | |
| CNCategory=Non-GNN2020.10 | 51.19 | |
| Common NeighborParams=02020.12 | 51.19 | |
| MLPCategory=Non-GNN2020.10 | 29.03 |