Node Classification on WebKB Wisconsin (fixed 10-split)
87.65AccuracyGCNII
Evaluation results
| Method | Links | |
|---|---|---|
| GCNIIbaseline_category=Heterophily-aware2025.12 | 87.65 | |
| ASGCbaseline_category=Heterophily-aware2025.12 | 86.06 | |
| MLPbaseline_category=Classical2025.12 | 85.29 | |
| GraphSAGEbaseline_category=Classical2025.12 | 81.18 | |
| validation-gated hybrid2025.12 | 75.69 | |
| LINKXbaseline_category=Heterophily-aware2025.12 | 74.59 | |
| Geom-GCNbaseline_category=Heterophily-aware2025.12 | 64.51 | |
| GCNbaseline_category=Classical2025.12 | 51.76 |