Link Prediction on ogbl-collab (val)
100Hits@50PLNLP
Evaluation Results
| Method | Links | |
|---|---|---|
| PLNLPval as input=true2022.08 | 100 | |
| PLNLP + SIGN2022.08 | 100 | |
| GIDN + PSGv22022.08 | 96.32 | |
| GIDN2022.08 | 96.21 | |
| PSGval as input=true2022.08 | 94.72 | |
| PSGv2Label task=true2022.08 | 94.28 | |
| SHADOW-SAGE2022.01 | 65.24 | |
| SEALCategory=Labeling Trick2020.10 | 64.95 | |
| SEAL-nofeatval as input=true2022.08 | 64.95 | |
| GCN+DRNLCategory=Labeling Trick2020.10 | 64.51 | |
| GCN+DECategory=Labeling Trick2020.10 | 64.13 | |
| SEAL2022.01 | 63.89 | |
| AACategory=Non-GNN2020.10 | 63.49 | |
| DeeperGCN2022.01 | 61.87 | |
| DeeperGCN2022.08 | 61.87 | |
| GCN+LRGACategory=Plain GAE2020.10 | 60.88 | |
| LRGA+GCN2022.01 | 60.88 | |
| CNCategory=Non-GNN2020.10 | 60.36 | |
| Node2vecCategory=Non-GNN2020.10 | 57.03 | |
| GraphSAGECategory=Plain GAE2020.10 | 56.88 | |
| GraphSAGE2022.08 | 56.88 | |
| GraphSAGEval as input=true2022.08 | 56.88 | |
| GCNCategory=Plain GAE2020.10 | 52.63 | |
| GCN2022.08 | 52.63 | |
| MFCategory=Non-GNN2020.10 | 48.96 | |
| MLPCategory=Non-GNN2020.10 | 24.02 |