Link Prediction on ogbl-ddi 1.1 (test)
0.9549Hits@20GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| GCNNode Embedding (NE)=true2024.11 | 0.9549 | |
| GAT2024.11 | 0.9538 | |
| GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.11 | 0.9442 | |
| GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 0.9111 | |
| PLNLP2024.11 | 0.9088 | |
| GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 0.8965 | |
| GraphSAGE2024.11 | 0.839 | |
| Neo-GNN2024.11 | 0.7572 | |
| SIEG2024.11 | 0.3195 | |
| SEAL2024.11 | 0.3056 | |
| DEGNN2024.11 | 0.2663 | |
| DeepWalk2024.11 | 0.2642 | |
| GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.11 | 0.2578 | |
| NodePiece2024.11 | 0.2415 | |
| Node2vec2024.11 | 0.2326 | |
| HEHeuristic Encoding (HE)=true2024.11 | 0.2195 | |
| NBFNet2024.11 | 0.1814 | |
| FSSDNMF2024.11 | 0.1462 | |
| MF2024.11 | 0.1368 | |
| GCNNode Attributes (X)=true2024.11 | 0.1221 |