Node Classification on Citeseer Cross-domain (accuracy)
72.81AccuracySPG
Evaluation results
| Method | Links | |
|---|---|---|
| SPGmodel_category=Graph Foundation Models2026.06 | 72.81 | |
| GCOPEmodel_category=Graph Foundation Models2026.06 | 71.56 | |
| GraphMAE2model_category=Self-supervised Pre-training2026.06 | 71.39 | |
| TIGmodel_category=Graph Foundation Models2026.06 | 70.18 | |
| BGRLmodel_category=Self-supervised Pre-training2026.06 | 69.17 | |
| SAMGPTmodel_category=Graph Foundation Models2026.06 | 69.16 | |
| GraphAnymodel_category=Graph Foundation Models2026.06 | 68.94 | |
| GraphGluemodel_category=Graph Foundation Models2026.06 | 62.8 | |
| GRACEmodel_category=Self-supervised Pre-training2026.06 | 55.09 | |
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 45.44 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 40.55 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 39.58 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 38.86 | |
| GraphAnyShots=1-shot, Model Category=Graph Foundation Models2026.06 | 35.58 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 34.58 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 28.7 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 25.97 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 23.03 |