Node Classification on Cora h=0.81 (test)
88.37AccuracyGCNII
Evaluation results
| Method | Links | |
|---|---|---|
| GCNIILayers=642021.02 | 88.37 | |
| GGCNLayers=322021.02 | 87.95 | |
| GPRGNNLayers=42021.02 | 87.95 | |
| GCNIILayers=322021.02 | 87.95 | |
| GPRGNNLayers=22021.02 | 87.93 | |
| GPRGNNLayers=82021.02 | 87.87 | |
| H2GCNLayers=22021.02 | 87.87 | |
| GGCNLayers=82021.02 | 87.63 | |
| GGCNLayers=162021.02 | 87.51 | |
| GGCNLayers=42021.02 | 87.48 | |
| GPRGNNLayers=642021.02 | 87.32 | |
| GATLayers=22021.02 | 87.3 | |
| GGCNLayers=642021.02 | 87.28 | |
| GPRGNNLayers=162021.02 | 87.26 | |
| GPRGNNLayers=322021.02 | 87.18 | |
| GCNIILayers=162021.02 | 87.12 | |
| GGCNLayers=22021.02 | 87 | |
| GCNLayers=22021.02 | 86.98 | |
| GATLayers=42021.02 | 86.5 | |
| GCNIILayers=82021.02 | 86.38 | |
| H2GCNLayers=82021.02 | 86.18 | |
| H2GCNLayers=42021.02 | 86.1 | |
| PairNormLayers=22021.02 | 85.79 | |
| GCNIILayers=22021.02 | 85.35 | |
| GCNIILayers=42021.02 | 85.35 | |
| Geom-GCNLayers=22021.02 | 85.35 | |
| PairNormLayers=42021.02 | 85.07 | |
| GATLayers=82021.02 | 84.97 | |
| PairNormLayers=82021.02 | 84.65 | |
| GCNLayers=42021.02 | 83.24 | |
| PairNormLayers=162021.02 | 82.21 | |
| PairNormLayers=322021.02 | 60.32 | |
| PairNormLayers=642021.02 | 44.39 | |
| GCNLayers=642021.02 | 31.89 | |
| GCNLayers=162021.02 | 31.05 | |
| GCNLayers=82021.02 | 31.03 | |
| GCNLayers=322021.02 | 30.76 | |
| Geom-GCNLayers=42021.02 | 21.01 | |
| Geom-GCNLayers=82021.02 | 13.98 | |
| Geom-GCNLayers=162021.02 | 13.98 | |
| Geom-GCNLayers=322021.02 | 13.98 | |
| Geom-GCNLayers=642021.02 | 13.98 |