Node Classification on Coauthor CS 20% Uniform Noise (test)
87.4AccuracyICGNN
Evaluation results
| Method | Links | |
|---|---|---|
| ICGNNYear=2025, Backbone=GCN2026.01 | 87.4 | |
| RTGNNYear=2023, Backbone=GCN2026.01 | 86.7 | |
| DND-NETYear=2024, Backbone=GCN2026.01 | 86.2 | |
| ProConYear=2025, Backbone=GCN2026.01 | 85.4 | |
| CGNNYear=2023, Backbone=GCN2026.01 | 84.1 | |
| NRGNNYear=2021, Backbone=GCN2026.01 | 83.2 | |
| CR-GNNYear=2024, Backbone=GCN2026.01 | 82.9 | |
| Coteaching+Year=2019, Backbone=GCN2026.01 | 80.7 | |
| ForwardYear=2017, Backbone=GCN2026.01 | 80.5 | |
| GCNYear=2017, Backbone=GCN2026.01 | 80.3 |