Metric: NMI (higher is better)
| # | Model↕ | NMI▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | R-DGAE | 45 | No | Rethinking Graph Auto-Encoder Models for Attribu... | 2021-07-19 | Code |
| 2 | R-GMM-VGAE | 42 | No | Rethinking Graph Auto-Encoder Models for Attribu... | 2021-07-19 | Code |
| 3 | AGC | 41.13 | No | Attributed Graph Clustering via Adaptive Graph C... | 2019-06-04 | Code |
| 4 | DAEGC+GSCAN† | 39.9 | No | - | - | Code |
| 5 | RWR-GAE | 35.4 | No | RWR-GAE: Random Walk Regularization for Graph Au... | 2019-08-12 | Code |
| 6 | RWR-VGAE | 33.8 | No | RWR-GAE: Random Walk Regularization for Graph Au... | 2019-08-12 | Code |
| 7 | ARVGE | 26.1 | No | Adversarially Regularized Graph Autoencoder for ... | 2018-02-13 | Code |
| 8 | ARGE | 0.35 | No | Adversarially Regularized Graph Autoencoder for ... | 2018-02-13 | Code |