Node Classification on PPI inductive (test)
97.37F1 ScoreVQ-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VQ-GNNBackbone=GAT2021.10 | 97.37 | — | |
| Full-GraphBackbone=GAT2021.10 | 97.22 | — | |
| GraphSAINT-RWBackbone=GAT2021.10 | 96.12 | — | |
| VQ-GNNBackbone=SAGE-Mean2021.10 | 95.78 | — | |
| VQ-GNNBackbone=GCN2021.10 | 95.49 | — | |
| NS-SAGEBackbone=GAT2021.10 | 94.07 | — | |
| GraphSAINT-RWBackbone=SAGE-Mean2021.10 | 93.82 | — | |
| Full-GraphBackbone=SAGE-Mean2021.10 | 93.58 | — | |
| Full-GraphBackbone=GCN2021.10 | 91.73 | — | |
| NS-SAGEBackbone=SAGE-Mean2021.10 | 91.21 | — | |
| GraphSAINT-RWBackbone=GCN2021.10 | 91.1 | — | |
| Cluster-GCNBackbone=GAT2021.10 | 90.51 | — | |
| Cluster-GCNBackbone=GCN2021.10 | 88.52 | — | |
| Cluster-GCNBackbone=SAGE-Mean2021.10 | 88.1 | — | |
| GATEvaluation protocol=Inductive2021.06 | — | 97.3 | |
| GCNEvaluation protocol=Inductive2021.06 | — | 69.7 | |
| GCNIIEvaluation protocol=Inductive2021.06 | — | 99.5 | |
| GRACEEvaluation protocol=Inductive2021.06 | — | 96.9 | |
| GraphNASEvaluation protocol=Inductive2021.06 | — | 98.6 | |
| GraphSAGE-GCNAvailable data=X, A2018.09 | — | 46.5 | |
| GraphSAGE-LSTMAvailable data=X, A2018.09 | — | 48.2 | |
| GraphSAGE-meanAvailable data=X, A2018.09 | — | 48.6 | |
| GraphSAGE-poolAvailable data=X, A2018.09 | — | 50.2 | |
| HDGCNEvaluation protocol=Inductive2021.06 | — | 99.5 | |
| HDGCN-staticEvaluation protocol=Inductive2021.06 | — | 50.4 | |
| HGCNEvaluation protocol=Inductive2021.06 | — | 74.6 | |
| Raw featuresAvailable data=X2018.09 | — | 42.2 |