Node Classification on Citeseer 20% Uniform Noise (test)
71.5AccuracyICGNN
Evaluation results
| Method | Links | |
|---|---|---|
| ICGNNYear=2025, Backbone=GCN2026.01 | 71.5 | |
| ICGNNNoise Type=Uniform, Noise Rate=20%2026.01 | 71.5 | |
| DND-NETYear=2024, Backbone=GCN2026.01 | 70.4 | |
| NRGNNYear=2021, Backbone=GCN2026.01 | 70.1 | |
| CGNNYear=2023, Backbone=GCN2026.01 | 69.7 | |
| CR-GNNYear=2024, Backbone=GCN2026.01 | 69.3 | |
| ProConYear=2025, Backbone=GCN2026.01 | 68.4 | |
| RTGNNYear=2023, Backbone=GCN2026.01 | 68.2 | |
| UnionNETNoise Type=Uniform, Noise Rate=20%2026.01 | 66.5 | |
| Coteaching+Year=2019, Backbone=GCN2026.01 | 66.4 | |
| ForwardYear=2017, Backbone=GCN2026.01 | 65.7 | |
| RNCGLNNoise Type=Uniform, Noise Rate=20%2026.01 | 65.3 | |
| GCNYear=2017, Backbone=GCN2026.01 | 64.9 | |
| PIGNNNoise Type=Uniform, Noise Rate=20%2026.01 | 64.1 | |
| CPNoise Type=Uniform, Noise Rate=20%2026.01 | 61.4 | |
| CLNodeNoise Type=Uniform, Noise Rate=20%2026.01 | 59.6 | |
| D-GNNNoise Type=Uniform, Noise Rate=20%2026.01 | 52.2 |