Node Classification on Cora (In-domain)
84.1AccuracySPG
Evaluation results
| Method | Links | |
|---|---|---|
| SPGmodel_category=Graph Foundation Models, protocol=Self-supervised representation learning2026.06 | 84.1 | |
| GraphMAE2model_category=Self-supervised Pre-training, protocol=Self-supervised representation learning2026.06 | 82.38 | |
| SAMGPTmodel_category=Graph Foundation Models, protocol=Self-supervised representation learning2026.06 | 81.79 | |
| BGRLmodel_category=Self-supervised Pre-training, protocol=Self-supervised representation learning2026.06 | 81.22 | |
| TIGmodel_category=Graph Foundation Models, protocol=Self-supervised representation learning2026.06 | 81.19 | |
| GCOPEmodel_category=Graph Foundation Models, protocol=Self-supervised representation learning2026.06 | 79.97 | |
| GraphAnymodel_category=Graph Foundation Models, protocol=Self-supervised representation learning2026.06 | 78.83 | |
| GraphGluemodel_category=Graph Foundation Models, protocol=Self-supervised representation learning2026.06 | 77.54 | |
| GRACEmodel_category=Self-supervised Pre-training, protocol=Self-supervised representation learning2026.06 | 77.28 | |
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 53.29 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 50.59 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 46.06 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 44.14 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 41.34 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 39.65 | |
| GraphAnyShots=1-shot, Model Category=Graph Foundation Models2026.06 | 39.4 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 36.85 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 32.83 |