Graph Classification on IMDB-B Cross-domain
90.37AccuracySPG
Evaluation results
| Method | Links | |
|---|---|---|
| SPGmodel_category=Graph Foundation Models2026.06 | 90.37 | |
| SAMGPTmodel_category=Graph Foundation Models2026.06 | 69.6 | |
| TIGmodel_category=Graph Foundation Models2026.06 | 69.27 | |
| BGRLmodel_category=Self-supervised Pre-training2026.06 | 67.67 | |
| GRACEmodel_category=Self-supervised Pre-training2026.06 | 67.22 | |
| GraphMAE2model_category=Self-supervised Pre-training2026.06 | 67.1 | |
| GCOPEmodel_category=Graph Foundation Models2026.06 | 66.02 | |
| GraphGluemodel_category=Graph Foundation Models2026.06 | 65.55 | |
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 64.5 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 55.74 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 53.56 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 53.44 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 53.3 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 53.09 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 52.81 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 51.91 |