Node Classification on Chameleon full-supervised
72.52AccuracyNFGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| NFGNNLearning Setting=full-supervised2022.12 | 72.52 | |
| LINKLearning Setting=full-supervised2022.12 | 71.09 | |
| BMGCNLearning Setting=full-supervised2022.12 | 69.69 | |
| BernNetLearning Setting=full-supervised2022.12 | 68.73 | |
| GPRGNNLearning Setting=full-supervised2022.12 | 67.48 | |
| GATLearning Setting=full-supervised2022.12 | 63.9 | |
| GCNII*Setting=Full-supervised, Layers=82020.07 | 62.48 | |
| JKNet(Drop)Setting=Full-supervised, Layers=322020.07 | 62.08 | |
| Incep(Drop)Setting=Full-supervised, Layers=82020.07 | 61.71 | |
| FAGCNLearning Setting=full-supervised2022.12 | 61.59 | |
| GCNLearning Setting=full-supervised2022.12 | 60.96 | |
| Geom-GCN-PSetting=Full-supervised2020.07 | 60.9 | |
| GCNIISetting=Full-supervised, Layers=82020.07 | 60.61 | |
| Geom-GCN-ISetting=Full-supervised2020.07 | 60.31 | |
| JKNetSetting=Full-supervised, Layers=322020.07 | 60.07 | |
| Geom-GCN-SSetting=Full-supervised2020.07 | 59.96 | |
| ChebNetLearning Setting=full-supervised2022.12 | 59.96 | |
| APPNPSetting=Full-supervised2020.07 | 54.3 | |
| APPNPLearning Setting=full-supervised2022.12 | 51.91 | |
| MLPLearning Setting=full-supervised2022.12 | 46.72 | |
| GATSetting=Full-supervised2020.07 | 42.93 | |
| GCNSetting=Full-supervised2020.07 | 28.18 |