Inductive Node Classification on PPI (inductive)
99.82AccuracyGAMLP(JK)
Evaluation Results
| Method | Links | |
|---|---|---|
| GAMLP(JK)Attention Mechanism=JK2022.06 | 99.82 | |
| GAMLP(R)Attention Mechanism=R2022.06 | 99.66 | |
| GraphSAINT2022.06 | 99.4 | |
| Cluster-GCN2022.06 | 99.2 | |
| AIR-GAT2019.11 | 98.6 | |
| GAT2019.11 | 97.3 | |
| SAGE-poolAggregator=pool2019.11 | 73.8 | |
| SAGE-LSTMAggregator=LSTM2019.11 | 66.8 | |
| SGC2022.06 | 65.7 | |
| SAGE-meanAggregator=mean2019.11 | 64.5 | |
| GraphSAGE2022.06 | 61.2 | |
| AIR-SAGE-GCNAggregator=GCN2019.11 | 57.8 | |
| SAGE-GCNAggregator=GCN2019.11 | 55.6 | |
| Random2019.11 | 39.6 |