Node Classification on CS In-domain
93.45AccuracySPG
Evaluation results
| Method | Links | |
|---|---|---|
| SPGmodel_category=Graph Foundation Models2026.06 | 93.45 | |
| TIGmodel_category=Graph Foundation Models2026.06 | 92.62 | |
| GRACEmodel_category=Self-supervised Pre-training2026.06 | 91.97 | |
| GraphMAE2model_category=Self-supervised Pre-training2026.06 | 91.82 | |
| GraphAnymodel_category=Graph Foundation Models2026.06 | 90.66 | |
| SAMGPTmodel_category=Graph Foundation Models2026.06 | 88.76 | |
| BGRLmodel_category=Self-supervised Pre-training2026.06 | 88.55 | |
| GraphGluemodel_category=Graph Foundation Models2026.06 | 86.14 | |
| GCOPEmodel_category=Graph Foundation Models2026.06 | 86.13 | |
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 71.99 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 70.89 | |
| GraphAnyShots=1-shot, Model Category=Graph Foundation Models2026.06 | 70.04 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 67.43 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 65.56 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 64.29 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 63.04 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 60.72 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 41.05 |