Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ISNE | 87.3 | No | - | - | Code |
| 2 | DEMO-Net(weight) | 84.9 | No | DEMO-Net: Degree-specific Graph Neural Networks ... | 2019-06-05 | Code |
| 3 | GCN+GAugM | 77.6 | No | Data Augmentation for Graph Neural Networks | 2020-06-11 | Code |
| 4 | GraphGAN | 23.2 | No | GraphGAN: Graph Representation Learning with Gen... | 2017-11-22 | Code |
| 5 | node2vec | 21.5 | No | node2vec: Scalable Feature Learning for Networks | 2016-07-03 | Code |