Node Classification on BlogCatalog (Micro F1)
0.42Micro F1NetMF (SCD)
Evaluation results
| Method | Links | |
|---|---|---|
| NetMF (SCD)setting=NetMF (SCD)2020.09 | 0.42 | |
| Deepwalksetting=Deepwalk2020.09 | 0.385 | |
| Node2Vecsetting=Node2Vec2020.09 | 0.373 | |
| LINEsetting=LINE2020.09 | 0.289 | |
| SNoResetting=SNoRe2020.09 | 0.23 | |
| SNoRe SDFsetting=SNoRe SDF2020.09 | 0.226 | |
| PPRSsetting=PPRS2020.09 | 0.169 | |
| Randomsetting=Random2020.09 | 0.139 | |
| LPsetting=Label Propagation2020.09 | 0.07 |