Link Prediction on ogbl-citation2 1.1 (test)
89.87MRR (%)SIEG
Evaluation Results
| Method | Links | |
|---|---|---|
| SIEG2024.11 | 89.87 | |
| GCN+HENode Attributes (X)=true, Heuristic Encoding (HE)=true2024.11 | 88.63 | |
| SEAL2024.11 | 87.67 | |
| Neo-GNN2024.11 | 87.26 | |
| GCN+HENode Attributes (X)=true, Node Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 86.31 | |
| GCN+HENode Embedding (NE)=true, Heuristic Encoding (HE)=true2024.11 | 85.57 | |
| PLNLP2024.11 | 84.92 | |
| GCNNode Attributes (X)=true, Node Embedding (NE)=true2024.11 | 83.85 | |
| GAT2024.11 | 83.17 | |
| GraphSAGE2024.11 | 82.6 | |
| HEHeuristic Encoding (HE)=true2024.11 | 81.91 | |
| GCNNode Embedding (NE)=true2024.11 | 81.5 | |
| GCNNode Attributes (X)=true2024.11 | 80.6 | |
| NBFNet2024.11 | 74.91 | |
| NodePiece2024.11 | 61.52 | |
| Node2vec2024.11 | 61.41 | |
| DEGNN2024.11 | 60.3 | |
| DeepWalk2024.11 | 60.11 | |
| FSSDNMF2024.11 | 54.71 | |
| MF2024.11 | 51.86 |