Graph Classification on molHIV 80/20 (test)
0.835AUCTREE-G
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TREE-G2022.07 | 0.835 | 0.029 | |
| GAT2022.07 | 0.821 | 0.036 | |
| GATv22022.07 | 0.819 | 0.045 | |
| GraphSAGE2022.07 | 0.792 | 0.012 | |
| TREE-Gactive subset distance (a)=02022.07 | 0.785 | 0.011 | |
| GIN2022.07 | 0.778 | 0.013 | |
| BGNN2022.07 | 0.77 | 0.061 | |
| RW2022.07 | 0.767 | 0.021 | |
| GCN2022.07 | 0.766 | 0 | |
| WL2022.07 | 0.757 | 0.008 | |
| TREE-Gpropagation depth (d)=0, active subset distance (a)=02022.07 | 0.701 | 0.005 | |
| XGraphBoost2022.07 | 0.601 | 0.053 |