Semi-supervised Graph Classification on RDT-B (10-fold cross-validation)
92.45AccuracySimGRACE
Evaluation Results
| Method | Links | |
|---|---|---|
| SimGRACELabel Ratio=70%2022.05 | 92.45 | |
| JOAOv2Label Ratio=70%2022.05 | 92.2 | |
| InfomaxLabel Ratio=70%2022.05 | 92.15 | |
| JOAOv2Label Ratio=50%2022.05 | 92.1 | |
| GraphCLLabel Ratio=70%2022.05 | 91.85 | |
| GLALabel Ratio=70%2022.05 | 91.7 | |
| JOAOv2Label Ratio=30%2022.05 | 91.65 | |
| GLALabel Ratio=50%2022.05 | 91.65 | |
| InfomaxLabel Ratio=50%2022.05 | 91.5 | |
| GAELabel Ratio=70%2022.05 | 91.5 | |
| SimGRACELabel Ratio=50%2022.05 | 91.45 | |
| GraphCLLabel Ratio=50%2022.05 | 91.45 | |
| GLALabel Ratio=30%2022.05 | 91.05 | |
| GAELabel Ratio=50%2022.05 | 90.95 | |
| GAELabel Ratio=30%2022.05 | 90.75 | |
| InfomaxLabel Ratio=30%2022.05 | 90.65 | |
| SimGRACELabel Ratio=30%2022.05 | 90.6 | |
| GraphCLLabel Ratio=30%2022.05 | 90.35 | |
| MVGRLLabel Ratio=70%2022.05 | 88.65 | |
| MVGRLLabel Ratio=50%2022.05 | 88.55 | |
| MVGRLLabel Ratio=30%2022.05 | 88.2 |