Graph Classification on NCI1 (1% label rate)
65.12AccuracySpecMatch-CL
Evaluation results
| Method | Links | |
|---|---|---|
| SpecMatch-CLLabel Rate=1%2025.11 | 65.12 | |
| MSSGCLLabel Rate=1%2025.11 | 64.63 | |
| SimGRACELabel Rate=1%2025.11 | 64.21 | |
| InfomaxLabel Rate=1%2025.11 | 62.72 | |
| GraphCLLabel Rate=1%2025.11 | 62.55 | |
| JOAOv2Label Rate=1%2025.11 | 62.52 | |
| JOAOLabel Rate=1%2025.11 | 61.97 | |
| GAELabel Rate=1%2025.11 | 61.63 | |
| ContextPredLabel Rate=1%2025.11 | 61.21 | |
| No pre-train.Label Rate=1%2025.11 | 60.72 | |
| AugmentationsLabel Rate=1%2025.11 | 60.49 |