Node Classification on Texas (full-supervised)
94.03AccuracyNFGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| NFGNNLearning Setting=full-supervised2022.12 | 94.03 | |
| BMGCNLearning Setting=full-supervised2022.12 | 93 | |
| GPRGNNLearning Setting=full-supervised2022.12 | 92.92 | |
| BernNetLearning Setting=full-supervised2022.12 | 92.3 | |
| MLPLearning Setting=full-supervised2022.12 | 92.26 | |
| APPNPLearning Setting=full-supervised2022.12 | 91.18 | |
| FAGCNLearning Setting=full-supervised2022.12 | 89.61 | |
| LINKLearning Setting=full-supervised2022.12 | 89.61 | |
| ChebNetLearning Setting=full-supervised2022.12 | 86.08 | |
| GATLearning Setting=full-supervised2022.12 | 78.87 | |
| GCNII*Setting=Full-supervised, Layers=322020.07 | 77.84 | |
| GCNLearning Setting=full-supervised2022.12 | 75.16 | |
| GCNIISetting=Full-supervised, Layers=322020.07 | 69.46 | |
| Geom-GCN-PSetting=Full-supervised2020.07 | 67.57 | |
| APPNPSetting=Full-supervised2020.07 | 65.41 | |
| Geom-GCN-SSetting=Full-supervised2020.07 | 59.73 | |
| GATSetting=Full-supervised2020.07 | 58.38 | |
| Incep(Drop)Setting=Full-supervised, Layers=82020.07 | 57.84 | |
| Geom-GCN-ISetting=Full-supervised2020.07 | 57.58 | |
| JKNet(Drop)Setting=Full-supervised, Layers=322020.07 | 57.3 | |
| JKNetSetting=Full-supervised, Layers=322020.07 | 56.49 | |
| GCNSetting=Full-supervised2020.07 | 52.16 |