Link Prediction on ogbl-ppa (val)
51.25Hits@100 (%)SEAL
Evaluation Results
| Method | Links | |
|---|---|---|
| SEALCategory=Labeling Trick2020.10 | 51.25 | |
| SEALParams=0.71M2020.12 | 51.25 | |
| Resource AllocationParams=02020.12 | 47.22 | |
| GCN+DRNLCategory=Labeling Trick2020.10 | 46.43 | |
| AGDNParams=36.90M2020.12 | 43.32 | |
| GCN+DECategory=Labeling Trick2020.10 | 36.31 | |
| AACategory=Non-GNN2020.10 | 32.68 | |
| Adamic AdarParams=02020.12 | 32.68 | |
| MFCategory=Non-GNN2020.10 | 32.28 | |
| Matrix FactorizationParams=147.66M2020.12 | 32.28 | |
| CNCategory=Non-GNN2020.10 | 28.23 | |
| Common NeighborParams=02020.12 | 28.23 | |
| GCN+LRGACategory=Plain GAE2020.10 | 25.75 | |
| Node2vecCategory=Non-GNN2020.10 | 22.53 | |
| GCNCategory=Plain GAE2020.10 | 18.45 | |
| GCNParams=0.28M2020.12 | 18.45 | |
| GraphSAGECategory=Plain GAE2020.10 | 17.24 | |
| GraphSAGEParams=0.42M2020.12 | 17.24 | |
| MLPCategory=Non-GNN2020.10 | 0.46 |