Semi-supervised Graph Classification on synthetic data set
92.4AccuracySEAL-AI
Evaluation results
| Method | Links | |
|---|---|---|
| SEAL-AIlabeled_training_instances=3002019.04 | 92.4 | |
| SEAL-CIlabeled_training_instances=3002019.04 | 91.2 | |
| active-SAGE-Chebyfilter=Chebyshev, strategy=active2019.04 | 89.1 | |
| cautious-SAGE-Chebyfilter=Chebyshev, strategy=cautious2019.04 | 86.5 | |
| SAGElabeled_training_instances=3002019.04 | 85.7 | |
| graph2vec-GCNfeature_extractor=graph2vec2019.04 | 85.2 | |
| WL-SVM2019.04 | 83.4 | |
| GK-SVM2019.04 | 77.8 | |
| GCNbaseline_comparison=WL-SVM comparison group2019.04 | 75.5 | |
| GCNbaseline_comparison=GK-SVM comparison group2019.04 | 73.4 |