Node Classification on Coauthor CS (Micro F1)
88.3Micro F1Deepwalk
Evaluation results
| Method | Links | |
|---|---|---|
| Deepwalksetting=Deepwalk2020.09 | 88.3 | |
| NetMF (SCD)setting=NetMF (SCD)2020.09 | 88.3 | |
| Node2Vecsetting=Node2Vec2020.09 | 87.8 | |
| SNoRe SDFsetting=SNoRe SDF2020.09 | 85.4 | |
| VGAEsetting=VGAE2020.09 | 77.3 | |
| LINEsetting=LINE2020.09 | 67.7 | |
| SNoResetting=SNoRe2020.09 | 58.5 | |
| PPRSsetting=PPRS2020.09 | 22.7 | |
| Randomsetting=Random2020.09 | 21.5 | |
| LPsetting=Label Propagation2020.09 | 12.5 |