Link Prediction on FACEBOOK (AUC)
0.996AUCSEAL
Evaluation Results
| Method | Links | |
|---|---|---|
| SEAL2021.06 | 0.996 | |
| GCN2021.06 | 0.9943 | |
| JKNet2021.06 | 0.9943 | |
| CFLPGraph Encoder=GCN2021.06 | 0.9938 | |
| CFLPGraph Encoder=JKNet2021.06 | 0.9931 | |
| GSAGE2021.06 | 0.9929 | |
| VGAE2021.06 | 0.9866 | |
| LGLP2021.06 | 0.9851 | |
| CFLPGraph Encoder=GSAGE2021.06 | 0.9831 | |
| CONNEmbedding Dimension=642024.11 | 0.968 | |
| NMM-GNNEmbedding Dimension=642024.11 | 0.968 | |
| PANEEmbedding Dimension=642024.11 | 0.964 | |
| NRPEmbedding Dimension=642024.11 | 0.961 | |
| Node2Vec2021.06 | 0.8649 | |
| MVGRL2021.06 | 0.7983 | |
| Ours2024.11 | 0.534 | |
| AIA2024.11 | 0.528 | |
| PIR-SSetting=white-box2024.11 | 0.494 | |
| PIR-DSetting=white-box2024.11 | 0.486 | |
| GPIA2024.11 | 0.464 |