Graph Classification on COLLAB 10% label rate
76.55AccuracySpecMatch-CL
Evaluation Results
| Method | Links | |
|---|---|---|
| SpecMatch-CLLabel Rate=10%2025.11 | 76.55 | |
| MSSGCLLabel Rate=10%2025.11 | 76.02 | |
| JOAOv2Label Rate=10%2025.11 | 75.53 | |
| JOAOLabel Rate=10%2025.11 | 75.3 | |
| GAELabel Rate=10%2025.11 | 75.09 | |
| SimGRACELabel Rate=10%2025.11 | 74.74 | |
| GraphCLLabel Rate=10%2025.11 | 74.23 | |
| AugmentationsLabel Rate=10%2025.11 | 74.19 | |
| InfomaxLabel Rate=10%2025.11 | 73.76 | |
| No pre-train.Label Rate=10%2025.11 | 73.71 | |
| ContextPredLabel Rate=10%2025.11 | 73.69 |