Link Prediction on LastFM (AUPR, AUROC)
98.51AUPRHetSheaf
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HetSheafModel Category=Sheaf-based2024.09 | 98.51 | 98.33 | |
| GINModel Category=Homogeneous2024.09 | 97.99 | 97.75 | |
| R-GCNModel Category=Heterogeneous2024.09 | 97.89 | 97.93 | |
| Sheaf-NSDModel Category=Sheaf-based2024.09 | 97.16 | 96.58 | |
| GCNModel Category=Homogeneous2024.09 | 97.06 | 96.96 | |
| SAGEModel Category=Homogeneous2024.09 | 95.11 | 92.72 | |
| HANModel Category=Heterogeneous2024.09 | 88.26 | 83.32 | |
| HGTModel Category=Heterogeneous2024.09 | 86.02 | 74.55 | |
| GATModel Category=Homogeneous2024.09 | 63.06 | 51.14 |