Node Classification on WebKB Texas (fixed 10-split)
85.14AccuracyASGC
Evaluation results
| Method | Links | |
|---|---|---|
| ASGCbaseline_category=Heterophily-aware2025.12 | 85.14 | |
| GraphSAGEbaseline_category=Classical2025.12 | 82.43 | |
| MLPbaseline_category=Classical2025.12 | 80.81 | |
| validation-gated hybrid2025.12 | 78.11 | |
| GCNIIbaseline_category=Heterophily-aware2025.12 | 77.57 | |
| LINKXbaseline_category=Heterophily-aware2025.12 | 74.6 | |
| Geom-GCNbaseline_category=Heterophily-aware2025.12 | 66.76 | |
| GCNbaseline_category=Classical2025.12 | 55.14 |