Link Prediction on PubMed Attributed
0.99AUCPoS+
Evaluation results
| Method | Links | |
|---|---|---|
| PoS+Category=S3GRL2023.01 | 0.99 | |
| PoSCategory=S3GRL2023.01 | 0.9897 | |
| WalkPoolCategory=SGRL2023.01 | 0.9836 | |
| GCN+DECategory=SGRL2023.01 | 0.9815 | |
| SEALCategory=SGRL2023.01 | 0.9782 | |
| SoPCategory=S3GRL2023.01 | 0.9591 | |
| GAECategory=AE2023.01 | 0.9453 | |
| GCNCategory=MPGNN2023.01 | 0.9272 | |
| VGAECategory=AE2023.01 | 0.9214 | |
| ARVGACategory=AE2023.01 | 0.921 | |
| GICCategory=AE2023.01 | 0.9104 | |
| GINCategory=MPGNN2023.01 | 0.8249 | |
| GraphSAGECategory=MPGNN2023.01 | 0.816 | |
| node2vecCategory=LF2023.01 | 0.7998 | |
| PPRCategory=Heuristic2023.01 | 0.758 | |
| MFCategory=LF2023.01 | 0.6856 | |
| AACategory=Heuristic2023.01 | 0.6426 | |
| CNCategory=Heuristic2023.01 | 0.6426 |