Metric: AP (higher is better)
| # | Model↕ | AP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NESS | 99.5 | No | NESS: Node Embeddings from Static SubGraphs | 2023-03-15 | Code |
| 2 | VGNAE | 97.1 | No | Variational Graph Normalized Auto-Encoders | 2021-08-18 | Code |
| 3 | GNAE | 97 | No | Variational Graph Normalized Auto-Encoders | 2021-08-18 | Code |
| 4 | Graph InfoClust (GIC) | 96.8 | No | Graph InfoClust: Leveraging cluster-level node i... | 2020-09-15 | Code |
| 5 | Walkpooling | 96.04 | No | Neural Link Prediction with Walk Pooling | 2021-10-08 | Code |
| 6 | S-VGAE | 95.2 | No | Hyperspherical Variational Auto-Encoders | 2018-04-03 | Code |
| 7 | ARGE | 93 | No | Adversarially Regularized Graph Autoencoder for ... | 2018-02-13 | Code |