Node Classification on ogbn-products 10-shot (accuracy (%))
83.77AccuracyLG Co-Teaching
Evaluation Results
| Method | Links | |
|---|---|---|
| LG Co-Teachingshot setting=10-shot2026.06 | 83.77 | |
| GNN-as-Judgeshot setting=10-shot2026.06 | 82.48 | |
| TAPEshot setting=10-shot2026.06 | 79.53 | |
| Graph-CoT w. Neighborshot setting=10-shot2026.06 | 76.95 | |
| Zero-Shotshot setting=10-shot2026.06 | 75.88 | |
| Graph-CoTshot setting=10-shot2026.06 | 74.56 | |
| GCNshot setting=10-shot2026.06 | 70.24 | |
| SAGEshot setting=10-shot2026.06 | 68.99 | |
| GATshot setting=10-shot2026.06 | 67.97 | |
| LLM-GNNshot setting=10-shot2026.06 | 66.98 | |
| GLEMshot setting=10-shot2026.06 | 60.22 | |
| GraphGPTshot setting=10-shot2026.06 | 51.46 | |
| LLaGAshot setting=10-shot2026.06 | 40.55 |