Node Classification on WebKB Cornell fixed 10-split
86.22AccuracyASGC
Evaluation results
| Method | Links | |
|---|---|---|
| ASGCbaseline_category=Heterophily-aware2025.12 | 86.22 | |
| MLPbaseline_category=Classical2025.12 | 81.89 | |
| GCNIIbaseline_category=Heterophily-aware2025.12 | 77.86 | |
| LINKXbaseline_category=Heterophily-aware2025.12 | 77.84 | |
| GraphSAGEbaseline_category=Classical2025.12 | 75.95 | |
| validation-gated hybrid2025.12 | 64.59 | |
| GCNbaseline_category=Classical2025.12 | 60.54 | |
| Geom-GCNbaseline_category=Heterophily-aware2025.12 | 60.54 |