Node Clustering on Citeseer (test)
69.6AccuracyGIC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GIC2020.09 | 69.6 | 45.3 | — | — | 46.5 | |
| DGIEmbedding size (F')=5122020.09 | 68.8 | 44.4 | — | — | 45 | |
| RWR-GAEnumber of walks=50, window size=30 or 20, walk length=30 or 202019.08 | 61.6 | 35.4 | 58.5 | 60.5 | 34.3 | |
| RWR-VGAEnumber of walks=50, window size=30 or 20, walk length=30 or 202019.08 | 61.3 | 33.8 | 58.2 | 59.5 | 33.6 | |
| ARGVASelection=best performing variant2020.09 | 58.1 | 33.8 | — | — | 30.1 | |
| DGI2020.09 | 57.9 | 30.9 | — | — | 27.9 | |
| ARGE2019.08 | 57.3 | 35 | 54.6 | 57.3 | 34.1 | |
| ARVGE2019.08 | 54.4 | 26.1 | 52.9 | 54.9 | 24.5 | |
| K-means2020.09 | 54 | 30.5 | — | — | 27.9 | |
| TADW2020.09 | 45.5 | 29.1 | — | — | 22.8 | |
| GAE2019.08 | 40.8 | 17.6 | 37.2 | 41.8 | 12.4 | |
| VGAESelection=best performing variant2020.09 | 40.8 | 17.6 | — | — | 12.4 | |
| VGAE2019.08 | 34.4 | 15.6 | 30.8 | 34.9 | 9.3 | |
| DW2019.08 | 33.7 | 8.8 | 27 | 24.8 | 9.2 | |
| DeepWalk2020.09 | 33.7 | 8.8 | — | — | 9.2 | |
| DNGR2020.09 | 32.6 | 18 | — | — | 4.4 | |
| SC2019.08 | 23.9 | 5.6 | 29.9 | 17.9 | 1 |