Node Classification on Cora (standard fixed split)
83.5AccuracyIncep(Drop)
Evaluation results
| Method | Links | |
|---|---|---|
| Incep(Drop)Number of layers=642020.07 | 83.5 | |
| APPNP2020.07 | 83.3 | |
| JKNet(Drop)Number of layers=42020.07 | 83.3 | |
| AGNNInput=YL, X, G2018.03 | 83.1 | |
| GAT2020.07 | 83.1 | |
| MoNetInput=YL, X, G2018.03 | 81.7 | |
| DynamicFilterInput=YL, X, G2018.03 | 81.6 | |
| GCNInput=YL, X, G2018.03 | 81.5 | |
| GCN2020.07 | 81.5 | |
| GLNInput=YL, X, G2018.03 | 81.2 | |
| JKNetNumber of layers=42020.07 | 81.1 | |
| BootstrapInput=YL, X, G2018.03 | 78.4 | |
| DCNNInput=YL, X, G2018.03 | 76.8 | |
| Graph-CNNInput=YL, X, G2018.03 | 76.3 | |
| PlanetoidInput=YL, X, G2018.03 | 75.7 | |
| ICAInput=YL, X, G2018.03 | 75.1 | |
| node2vecInput=YL, G2018.03 | 74.9 | |
| LPInput=YL, X, G2018.03 | 68 | |
| DeepWalkInput=YL, G2018.03 | 67.2 | |
| ManiRegInput=YL, X, G2018.03 | 59.5 | |
| SemiEmbInput=YL, X, G2018.03 | 59 | |
| Multilayer PerceptronInput=YL, XL2018.03 | 57.5 | |
| T-SVMInput=YL, X2018.03 | 57.5 | |
| Singlelayer PerceptronInput=YL, XL2018.03 | 57.4 |