Node Classification on ogbn-products 3-shot (Accuracy)
82.82AccuracyLG Co-Teaching
Evaluation Results
| Method | Links | |
|---|---|---|
| LG Co-Teachingshot setting=3-shot2026.06 | 82.82 | |
| GNN-as-Judgeshot setting=3-shot2026.06 | 81.02 | |
| Graph-CoT w. Neighborshot setting=3-shot2026.06 | 76.95 | |
| Zero-Shotshot setting=3-shot2026.06 | 75.88 | |
| Graph-CoTshot setting=3-shot2026.06 | 74.56 | |
| TAPEshot setting=3-shot2026.06 | 69.64 | |
| GCNshot setting=3-shot2026.06 | 60.14 | |
| SAGEshot setting=3-shot2026.06 | 58.85 | |
| GATshot setting=3-shot2026.06 | 57.14 | |
| LLM-GNNshot setting=3-shot2026.06 | 55.46 | |
| GLEMshot setting=3-shot2026.06 | 52.46 | |
| GraphGPTshot setting=3-shot2026.06 | 40.83 | |
| LLaGAshot setting=3-shot2026.06 | 30.67 |