Node Classification on PubMed dense
85.07Mean AccuracyGPR-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GPR-GNNsplitting=dense2020.06 | 85.07 | |
| APPNPsplitting=dense2020.06 | 85.02 | |
| GCNsplitting=dense2020.06 | 84.27 | |
| GCN-Chebysplitting=dense2020.06 | 83.83 | |
| GATsplitting=dense2020.06 | 83.28 | |
| JKNetsplitting=dense2020.06 | 82.91 | |
| SGCsplitting=dense2020.06 | 82.09 | |
| SAGEsplitting=dense2020.06 | 81.3 | |
| MLPsplitting=dense2020.06 | 80.57 | |
| GeomGCNsplitting=dense2020.06 | 58.2 | |
| GPRGNNSplit type=dense2020.06 | 0.8918 | |
| APPNPSplit type=dense2020.06 | 0.8915 | |
| GeomGCNSplit type=dense2020.06 | 0.8851 | |
| GCN-ChebySplit type=dense2020.06 | 0.882 | |
| JKNetSplit type=dense2020.06 | 0.8738 | |
| GCNSplit type=dense2020.06 | 0.8697 | |
| SAGESplit type=dense2020.06 | 0.8685 | |
| GATSplit type=dense2020.06 | 0.8664 | |
| MLPSplit type=dense2020.06 | 0.8643 | |
| SGCSplit type=dense2020.06 | 0.8352 |