Graph Classification on COLLAB Cross-domain (Accuracy)
93.73AccuracySPG
Evaluation results
| Method | Links | |
|---|---|---|
| SPGmodel_category=Graph Foundation Models2026.06 | 93.73 | |
| BGRLmodel_category=Self-supervised Pre-training2026.06 | 73.78 | |
| TIGmodel_category=Graph Foundation Models2026.06 | 72.34 | |
| GRACEmodel_category=Self-supervised Pre-training2026.06 | 72.29 | |
| GraphMAE2model_category=Self-supervised Pre-training2026.06 | 71.48 | |
| GCOPEmodel_category=Graph Foundation Models2026.06 | 71.41 | |
| SAMGPTmodel_category=Graph Foundation Models2026.06 | 71.26 | |
| GraphGluemodel_category=Graph Foundation Models2026.06 | 70.74 | |
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 53.68 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 50.27 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 46.46 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 43.42 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 42.72 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 42.64 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 38.22 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 38.06 |