| Paper | Code | Accuracy | Macro-F1 | Macro F1 | Micro F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| struc2vec: Learning Node Representations from Structural Identity | ✓ Link | 22.80% | 0.216 | Struc2vec | 2017-04-11 | ||
| DeepWalk: Online Learning of Social Representations | ✓ Link | 22.5% | 0.214 | DeepWalk | 2014-03-26 | ||
| LINE: Large-scale Information Network Embedding | ✓ Link | 20.50% | 0.192 | LINE | 2015-03-12 | ||
| GraRep: Learning Graph Representations with Global Structural Information | ✓ Link | 0.3093 | GraRep | 2015-10-17 | |||
| Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection | ✓ Link | 17.25 | 33.05 | DAOR | 2019-12-17 |