Link Prediction on ogbl-collab 1.1 (test)
0.5611Hits@50GCN+HE
Evaluation Results
| Method | Links | |
|---|---|---|
| GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.11 | 0.5611 | |
| GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 0.557 | |
| SIEG2024.11 | 0.5535 | |
| Neo-GNN2024.11 | 0.5531 | |
| SEAL2024.11 | 0.5471 | |
| GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 0.5421 | |
| DEGNN2024.11 | 0.5374 | |
| GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.11 | 0.5308 | |
| HEHeuristic Encoding (HE)=true2024.11 | 0.5303 | |
| PLNLP2024.11 | 0.5292 | |
| GAT2024.11 | 0.5226 | |
| NBFNet2024.11 | 0.5115 | |
| GCNNode Attributes (X)=true2024.11 | 0.5076 | |
| DeepWalk2024.11 | 0.5037 | |
| GCNNode Embedding (NE)=true2024.11 | 0.5017 | |
| Node2vec2024.11 | 0.4888 | |
| GraphSAGE2024.11 | 0.481 | |
| NodePiece2024.11 | 0.4788 | |
| MF2024.11 | 0.3886 | |
| FSSDNMF2024.11 | 0.3795 |