Metric: Macro-F1 (higher is better)
| # | Model↕ | Macro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GraRep | 0.3093 | No | - | - | Code |
| 2 | Struc2vec | 0.216 | No | struc2vec: Learning Node Representations from St... | 2017-04-11 | Code |
| 3 | DeepWalk | 0.214 | No | DeepWalk: Online Learning of Social Representati... | 2014-03-26 | Code |
| 4 | LINE | 0.192 | No | LINE: Large-scale Information Network Embedding | 2015-03-12 | Code |