Link Prediction on ogbl-ddi (official)
94.43Hits@20Optimized GAE
Evaluation Results
| Method | Links | |
|---|---|---|
| Optimized GAE2024.11 | 94.43 | |
| NCN2024.11 | 82.32 | |
| BUDDY2024.11 | 78.51 | |
| MAD#Params=12288972021.02 | 67.81 | |
| Neo-GNN2024.11 | 63.57 | |
| LRGA + GCN# Parameters=1.5M2020.06 | 62.3 | |
| LRGA + GCN#Params=15760812021.02 | 62.3 | |
| GCN + JKNet#Params=14215712021.02 | 60.56 | |
| GAEBackbone=GraphSAGE2024.11 | 53.9 | |
| GraphSage# Parameters=1.4M2020.06 | 53.9 | |
| GraphSAGE#Params=14210572021.02 | 53.9 | |
| GAEBackbone=GCN2024.11 | 37.07 | |
| GCN#Params=12899852021.02 | 37.07 | |
| GCN# Parameters=1.2M2020.06 | 37 | |
| SEAL2024.11 | 30.56 | |
| RA2024.11 | 27.6 | |
| DeepWalk# Parameters=11M2020.06 | 26.4 | |
| Node2vec# Parameters=645K2020.06 | 23.3 | |
| AA2024.11 | 18.61 | |
| CN2024.11 | 17.73 | |
| MF# Parameters=1.2M2020.06 | 13.7 | |
| NBFnet2024.11 | 4 |