Node Classification on Cornell Cross-domain (accuracy)
61.24AccuracySPG
Evaluation results
| Method | Links | |
|---|---|---|
| SPGmodel_category=Graph Foundation Models2026.06 | 61.24 | |
| GraphAnymodel_category=Graph Foundation Models2026.06 | 54.2 | |
| SAMGPTmodel_category=Graph Foundation Models2026.06 | 49.54 | |
| GraphMAE2model_category=Self-supervised Pre-training2026.06 | 48.49 | |
| BGRLmodel_category=Self-supervised Pre-training2026.06 | 47.03 | |
| GCOPEmodel_category=Graph Foundation Models2026.06 | 45.89 | |
| GRACEmodel_category=Self-supervised Pre-training2026.06 | 44.6 | |
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 44.52 | |
| GraphGluemodel_category=Graph Foundation Models2026.06 | 44.22 | |
| TIGmodel_category=Graph Foundation Models2026.06 | 42.65 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 36.89 | |
| GraphAnyShots=1-shot, Model Category=Graph Foundation Models2026.06 | 36.22 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 35.25 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 31.36 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 30.46 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 29.36 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 26.47 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 26.47 |