Node Classification on WikiCS 5-shot
78.33AccuracyLG Co-Teaching
Evaluation Results
| Method | Links | |
|---|---|---|
| LG Co-Teachingshot setting=5-shot2026.06 | 78.33 | |
| GNN-as-Judgeshot setting=5-shot2026.06 | 78.1 | |
| LLM-GNNshot setting=5-shot2026.06 | 76.32 | |
| TAPEshot setting=5-shot2026.06 | 76.15 | |
| GLEMshot setting=5-shot2026.06 | 75.56 | |
| GraphGPTshot setting=5-shot2026.06 | 75.16 | |
| Graph-CoTshot setting=5-shot2026.06 | 74.5 | |
| LLaGAshot setting=5-shot2026.06 | 74.11 | |
| Graph-CoT w. Neighborshot setting=5-shot2026.06 | 72.05 | |
| Zero-Shotshot setting=5-shot2026.06 | 67.65 | |
| GCNshot setting=5-shot2026.06 | 66.14 | |
| GATshot setting=5-shot2026.06 | 65.32 | |
| SAGEshot setting=5-shot2026.06 | 64.39 |