Link Prediction on ogbl-ppa 1.1 (test)
63.54Hits@100GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| GCNNode Embedding (NE)=true2024.11 | 63.54 | |
| GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 61.02 | |
| GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.11 | 60.68 | |
| GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 59.94 | |
| SIEG2024.11 | 53.35 | |
| GAT2024.11 | 51.33 | |
| GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.11 | 49.68 | |
| HEHeuristic Encoding (HE)=true2024.11 | 49.22 | |
| Neo-GNN2024.11 | 49.13 | |
| SEAL2024.11 | 48.8 | |
| DEGNN2024.11 | 36.48 | |
| FSSDNMF2024.11 | 34.15 | |
| PLNLP2024.11 | 32.38 | |
| MF2024.11 | 32.29 | |
| DeepWalk2024.11 | 28.88 | |
| NBFNet2024.11 | 23.96 | |
| NodePiece2024.11 | 22.85 | |
| Node2vec2024.11 | 22.26 | |
| GraphSAGE2024.11 | 16.55 | |
| GCNNode Attributes (X)=true2024.11 | 12.23 |