Node Classification on Products Cross-domain (Accuracy)
17.96AccuracySPG
Evaluation Results
| Method | Links | |
|---|---|---|
| SPGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 17.96 | |
| SAMGPTShots=1-shot, Model Category=Graph Foundation Models2026.06 | 15.16 | |
| GraphMAE2Shots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 14.17 | |
| GRACEShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 13.07 | |
| BGRLShots=1-shot, Model Category=Self-supervised Pre-training2026.06 | 11.21 | |
| GraphAnyShots=1-shot, Model Category=Graph Foundation Models2026.06 | 10.97 | |
| TIGShots=1-shot, Model Category=Graph Foundation Models2026.06 | 4.02 | |
| GCOPEShots=1-shot, Model Category=Graph Foundation Models2026.06 | 3.8 | |
| GraphGlueShots=1-shot, Model Category=Graph Foundation Models2026.06 | 3.71 |