Node Classification on Citeseer dense
68.59Mean AccuracyAPPNP
Evaluation Results
| Method | Links | |
|---|---|---|
| APPNPsplitting=dense2020.06 | 68.59 | |
| GPR-GNNsplitting=dense2020.06 | 67.63 | |
| GCNsplitting=dense2020.06 | 67.3 | |
| GATsplitting=dense2020.06 | 67.2 | |
| GCN-Chebysplitting=dense2020.06 | 65.67 | |
| SAGEsplitting=dense2020.06 | 61.52 | |
| JKNetsplitting=dense2020.06 | 60.85 | |
| SGCsplitting=dense2020.06 | 58.98 | |
| MLPsplitting=dense2020.06 | 52.88 | |
| GeomGCNsplitting=dense2020.06 | 20.3 | |
| GATSplit type=dense2020.06 | 0.8056 | |
| APPNPSplit type=dense2020.06 | 0.805 | |
| GPRGNNSplit type=dense2020.06 | 0.8001 | |
| GCNSplit type=dense2020.06 | 0.7928 | |
| GCN-ChebySplit type=dense2020.06 | 0.7866 | |
| SAGESplit type=dense2020.06 | 0.7824 | |
| JKNetSplit type=dense2020.06 | 0.7769 | |
| GeomGCNSplit type=dense2020.06 | 0.7642 | |
| MLPSplit type=dense2020.06 | 0.7625 | |
| SGCSplit type=dense2020.06 | 0.7623 |