Graph Classification on COLLAB 1% label rate
65.86AccuracySpecMatch-CL
Evaluation Results
| Method | Links | |
|---|---|---|
| SpecMatch-CLLabel Rate=1%2025.11 | 65.86 | |
| MSSGCLLabel Rate=1%2025.11 | 65.02 | |
| GraphCLLabel Rate=1%2025.11 | 64.57 | |
| JOAOv2Label Rate=1%2025.11 | 64.51 | |
| SimGRACELabel Rate=1%2025.11 | 64.28 | |
| JOAOLabel Rate=1%2025.11 | 63.71 | |
| GAELabel Rate=1%2025.11 | 63.2 | |
| InfomaxLabel Rate=1%2025.11 | 61.7 | |
| AugmentationsLabel Rate=1%2025.11 | 58.4 | |
| ContextPredLabel Rate=1%2025.11 | 57.6 | |
| No pre-train.Label Rate=1%2025.11 | 57.46 |