Graph Classification on NCI1 (Macro F1, Micro F1)
79.46Macro F1HetSheaf
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HetSheafModel Type=Heterogeneous Sheaf2024.09 | 79.46 | 79.46 | |
| HGTModel Type=Heterogeneous2024.09 | 79.29 | 79.32 | |
| HANModel Type=Heterogeneous2024.09 | 77.98 | 78.1 | |
| Sheaf-NSDModel Type=Sheaf-based2024.09 | 72.3 | 72.3 | |
| R-GCNModel Type=Heterogeneous2024.09 | 64.84 | 65.69 | |
| GCNModel Type=Homogeneous2024.09 | 64.17 | 64.96 | |
| GATModel Type=Homogeneous2024.09 | 64.17 | 64.96 | |
| GINModel Type=Homogeneous2024.09 | 64.17 | 64.96 | |
| SAGEModel Type=Homogeneous2024.09 | 63.67 | 65.45 |