Link Prediction on NS
0.9989AUCAutoGEL
Evaluation Results
| Method | Links | |
|---|---|---|
| AutoGELType=AutoGNN2021.12 | 0.9989 | |
| DE-GNNType=GLP2021.12 | 0.9909 | |
| SEALnode2vec embeddings=none2018.02 | 0.9885 | |
| SEALType=GLP2021.12 | 0.9885 | |
| WLNMtype=learning-based subgraph2018.02 | 0.9861 | |
| WLKtype=learning-based subgraph2018.02 | 0.9857 | |
| SEALnode2vec embeddings=128-dim2018.02 | 0.9771 | |
| ENStype=heuristic2018.02 | 0.9764 | |
| PRtype=heuristic2018.02 | 0.9489 | |
| PGNNType=GLP2021.12 | 0.9488 | |
| Katztype=heuristic2018.02 | 0.9485 | |
| KatzType=Heuristic2021.12 | 0.9485 | |
| SRtype=heuristic2018.02 | 0.9479 | |
| AAtype=heuristic2018.02 | 0.9445 | |
| RAtype=heuristic2018.02 | 0.9445 | |
| RAType=Heuristic2021.12 | 0.9445 | |
| Jaccardtype=heuristic2018.02 | 0.9443 | |
| CNtype=heuristic2018.02 | 0.9442 | |
| CNType=Heuristic2021.12 | 0.9442 | |
| VGAEtype=latent feature2018.02 | 0.9404 | |
| VGAEType=GLP2021.12 | 0.9404 | |
| SBMtype=latent feature2018.02 | 0.923 | |
| node2vectype=latent feature2018.02 | 0.9152 | |
| N2VType=Latent2021.12 | 0.9152 | |
| SPCtype=latent feature2018.02 | 0.8994 | |
| SPCType=Latent2021.12 | 0.8994 | |
| LINEtype=latent feature2018.02 | 0.8063 | |
| LINEType=Latent2021.12 | 0.8063 | |
| MFtype=latent feature2018.02 | 0.7455 | |
| PAtype=heuristic2018.02 | 0.6865 |