Node Classification on Homo sapiens PPI (Micro F1)
0.227Micro F1NetMF (SCD)
Evaluation Results
| Method | Links | |
|---|---|---|
| NetMF (SCD)setting=NetMF (SCD)2020.09 | 0.227 | |
| SNoRe SDFsetting=SNoRe SDF2020.09 | 0.21 | |
| SNoResetting=SNoRe2020.09 | 0.207 | |
| Node2Vecsetting=Node2Vec2020.09 | 0.205 | |
| Deepwalksetting=Deepwalk2020.09 | 0.205 | |
| VGAEsetting=VGAE2020.09 | 0.167 | |
| LINEsetting=LINE2020.09 | 0.143 | |
| PPRSsetting=PPRS2020.09 | 0.113 | |
| LPsetting=Label Propagation2020.09 | 0.066 | |
| Randomsetting=Random2020.09 | 0.061 |