Link Prediction on USAir
98.49AUCAutoGEL
Evaluation Results
| Method | Links | |
|---|---|---|
| AutoGELType=AutoGNN2021.12 | 98.49 | |
| DE-GNNType=GLP2021.12 | 98.04 | |
| SEALnode2vec embeddings=128-dim2018.02 | 97.09 | |
| WLKtype=learning-based subgraph2018.02 | 96.63 | |
| SEALnode2vec embeddings=none2018.02 | 96.62 | |
| SEALType=GLP2021.12 | 96.62 | |
| WLNMtype=learning-based subgraph2018.02 | 95.95 | |
| RAtype=heuristic2018.02 | 95.77 | |
| RAType=Heuristic2021.12 | 95.77 | |
| AAtype=heuristic2018.02 | 95.06 | |
| SBMtype=latent feature2018.02 | 94.85 | |
| PRtype=heuristic2018.02 | 94.67 | |
| MFtype=latent feature2018.02 | 94.08 | |
| CNtype=heuristic2018.02 | 93.8 | |
| CNType=Heuristic2021.12 | 93.8 | |
| Katztype=heuristic2018.02 | 92.88 | |
| KatzType=Heuristic2021.12 | 92.88 | |
| node2vectype=latent feature2018.02 | 91.44 | |
| N2VType=Latent2021.12 | 91.44 | |
| Jaccardtype=heuristic2018.02 | 89.79 | |
| VGAEtype=latent feature2018.02 | 89.28 | |
| VGAEType=GLP2021.12 | 89.28 | |
| ENStype=heuristic2018.02 | 88.96 | |
| PAtype=heuristic2018.02 | 88.84 | |
| LINEtype=latent feature2018.02 | 81.47 | |
| LINEType=Latent2021.12 | 81.47 | |
| SRtype=heuristic2018.02 | 78.89 | |
| SPCtype=latent feature2018.02 | 74.22 | |
| SPCType=Latent2021.12 | 74.22 |