Semi-supervised Graph Classification on COLLAB (10-fold cross-validation)
82.5AccuracyGraphCL
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphCLLabel Ratio=70%2022.05 | 82.5 | |
| SimGRACELabel Ratio=70%2022.05 | 81.8 | |
| JOAOv2Label Ratio=70%2022.05 | 81.7 | |
| GLALabel Ratio=70%2022.05 | 81.54 | |
| GLALabel Ratio=50%2022.05 | 81.5 | |
| InfomaxLabel Ratio=70%2022.05 | 81.04 | |
| GAELabel Ratio=70%2022.05 | 80.78 | |
| GraphCLLabel Ratio=50%2022.05 | 80.48 | |
| GAELabel Ratio=50%2022.05 | 80.47 | |
| InfomaxLabel Ratio=50%2022.05 | 80.47 | |
| JOAOv2Label Ratio=50%2022.05 | 80.4 | |
| JOAOv2Label Ratio=30%2022.05 | 79.88 | |
| MVGRLLabel Ratio=50%2022.05 | 79.7 | |
| GLALabel Ratio=30%2022.05 | 78.78 | |
| SimGRACELabel Ratio=30%2022.05 | 78.66 | |
| GraphCLLabel Ratio=30%2022.05 | 77.9 | |
| GAELabel Ratio=30%2022.05 | 77.46 | |
| InfomaxLabel Ratio=30%2022.05 | 77.3 | |
| MVGRLLabel Ratio=70%2022.05 | 76.42 | |
| SimGRACELabel Ratio=50%2022.05 | 76.08 | |
| MVGRLLabel Ratio=30%2022.05 | 75.28 |