| Paper | Code | Accuracy | Macro-F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Unsupervised Graph Representation Learning with Inductive Shallow Node Embedding | ✓ Link | 87.3 | ISNE | 2024-07-12 | |
| DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification | ✓ Link | 84.9 | DEMO-Net(weight) | 2019-06-05 | |
| Data Augmentation for Graph Neural Networks | ✓ Link | 77.6 | GCN+GAugM | 2020-06-11 | |
| GraphGAN: Graph Representation Learning with Generative Adversarial Nets | ✓ Link | 23.20 | 0.221 | GraphGAN | 2017-11-22 |
| node2vec: Scalable Feature Learning for Networks | ✓ Link | 21.5 | 0.2581 | node2vec | 2016-07-03 |
| node2vec: Scalable Feature Learning for Networks | ✓ Link | 0.206 | DeepWalk | 2016-07-03 |