Link Prediction on PB
0.9727AUCAutoGEL
Evaluation results
| Method | Links | |
|---|---|---|
| AutoGELType=AutoGNN2021.12 | 0.9727 | |
| SEALnode2vec embeddings=128-dim2018.02 | 0.9501 | |
| DE-GNNType=GLP2021.12 | 0.9495 | |
| SEALnode2vec embeddings=none2018.02 | 0.9472 | |
| SEALType=GLP2021.12 | 0.9472 | |
| MFtype=latent feature2018.02 | 0.943 | |
| SBMtype=latent feature2018.02 | 0.939 | |
| WLKtype=learning-based subgraph2018.02 | 0.9383 | |
| KatzType=Heuristic2021.12 | 0.9292 | |
| RAtype=heuristic2018.02 | 0.9246 | |
| RAType=Heuristic2021.12 | 0.9246 | |
| AAtype=heuristic2018.02 | 0.9236 | |
| CNtype=heuristic2018.02 | 0.9204 | |
| CNType=Heuristic2021.12 | 0.9204 | |
| VGAEType=GLP2021.12 | 0.907 | |
| PGNNType=GLP2021.12 | 0.8972 | |
| N2VType=Latent2021.12 | 0.8579 | |
| SPCType=Latent2021.12 | 0.8396 | |
| LINEType=Latent2021.12 | 0.7695 |