Semi-supervised Graph Classification on Tencent QQ group data (test)
73.2Macro-F1SEAL-AI
Evaluation results
| Method | Links | |
|---|---|---|
| SEAL-AILabeled training instances=500 (initial) + 500 (active learning)2019.04 | 73.2 | |
| SEAL-CILabeled training instances=10002019.04 | 70.8 | |
| active-SAGE-ChebyLabeled training instances=500 (initial) + 500 (active learning)2019.04 | 66.7 | |
| cautious-SAGE-ChebyLabeled training instances=10002019.04 | 64.3 | |
| SAGELabeled training instances=10002019.04 | 54.7 | |
| GK-SVMLabeled training instances=10002019.04 | 48.8 | |
| graph2vec-GCNLabeled training instances=10002019.04 | 48.1 | |
| WL-SVMLabeled training instances=10002019.04 | 47.8 |