Inductive Node Classification on PPI (test)
99.56Micro F1 ScoreGCNII*
Evaluation Results
| Method | Links | |
|---|---|---|
| GCNII*Layers=9, Hidden units=20482020.07 | 99.56 | |
| GCNIILayers=9, Hidden units=20482020.07 | 99.53 | |
| Cluster-GCN2020.07 | 99.36 | |
| GaANSampling=None2018.03 | 98.71 | |
| GaAN2020.07 | 98.71 | |
| GeniePath2020.07 | 98.5 | |
| Attention-onlySampling=None2018.03 | 98.46 | |
| Max poolingSampling=None2018.03 | 98.39 | |
| Pairwise+sigmoidSampling=None2018.03 | 98.39 | |
| Pairwise+tanhSampling=None2018.03 | 98.32 | |
| VR-GCN2020.07 | 97.8 | |
| JKNet2020.07 | 97.6 | |
| GATSampling=None2018.03 | 97.3 | |
| GAT2020.07 | 97.3 | |
| Avg. poolingSampling=None2018.03 | 96.85 | |
| GraphSAGEFeature Set=All Features2020.03 | 76.8 | |
| GraphSAGESampling=None2018.03 | 61.2 | |
| GraphSAGE2020.07 | 61.2 | |
| 2-Layer FNNSampling=None2018.03 | 54.07 |