Node Classification on Cornell full-supervised
91.96AccuracyBernNet
Evaluation Results
| Method | Links | |
|---|---|---|
| BernNetLearning Setting=full-supervised2022.12 | 91.96 | |
| NFGNNLearning Setting=full-supervised2022.12 | 91.9 | |
| APPNPLearning Setting=full-supervised2022.12 | 91.8 | |
| GPRGNNLearning Setting=full-supervised2022.12 | 91.36 | |
| MLPLearning Setting=full-supervised2022.12 | 91.36 | |
| FAGCNLearning Setting=full-supervised2022.12 | 88.52 | |
| ChebNetLearning Setting=full-supervised2022.12 | 85.33 | |
| GCNII*Setting=Full-supervised, Layers=162020.07 | 76.49 | |
| GATLearning Setting=full-supervised2022.12 | 76 | |
| GCNIISetting=Full-supervised, Layers=162020.07 | 74.86 | |
| APPNPSetting=Full-supervised2020.07 | 73.51 | |
| GCNLearning Setting=full-supervised2022.12 | 66.72 | |
| Incep(Drop)Setting=Full-supervised, Layers=162020.07 | 61.62 | |
| JKNet(Drop)Setting=Full-supervised, Layers=42020.07 | 61.08 | |
| Geom-GCN-PSetting=Full-supervised2020.07 | 60.81 | |
| JKNetSetting=Full-supervised, Layers=42020.07 | 57.3 | |
| Geom-GCN-ISetting=Full-supervised2020.07 | 56.76 | |
| Geom-GCN-SSetting=Full-supervised2020.07 | 55.68 | |
| GATSetting=Full-supervised2020.07 | 54.32 | |
| GCNSetting=Full-supervised2020.07 | 52.7 | |
| LINKLearning Setting=full-supervised2022.12 | 44.91 |