Link Prediction on LastFM
0.9833ROC-AUCHetSheaf
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HetSheaf2024.09 | 0.9833 | — | |
| Sheaf-NSD2024.09 | 0.9658 | — | |
| SlotGAT2024.05 | 0.7033 | 0.9172 | |
| Simple-HGN2021.12 | 0.6759 | 0.9081 | |
| simpleHGN2024.05 | 0.6759 | 0.9081 | |
| HAGNN2024.09 | 0.6733 | — | |
| SimpleHGN2024.09 | 0.6716 | — | |
| space4HGNN2024.05 | 0.6689 | 0.9077 | |
| GATNE2021.12 | 0.6687 | 0.8593 | |
| GATNE2024.09 | 0.6687 | — | |
| AutoAC2024.09 | 0.6664 | — | |
| HetGNN2021.12 | 0.6209 | 0.8356 | |
| HetGNN2024.05 | 0.6209 | 0.8356 | |
| HetGNN2024.09 | 0.6209 | — | |
| GCN2021.12 | 0.5917 | 0.7938 | |
| GCN2024.05 | 0.5917 | 0.7938 | |
| GAT2021.12 | 0.5856 | 0.7704 | |
| GAT2024.05 | 0.5856 | 0.7704 | |
| DisenHAN2024.05 | 0.5737 | 0.7675 | |
| RGCN2021.12 | 0.5721 | 0.7768 | |
| RGCN2024.05 | 0.5721 | 0.7768 | |
| MAGNN2021.12 | 0.5681 | 0.7293 | |
| MAGNN2024.05 | 0.5681 | 0.7293 | |
| MAGNN2024.09 | 0.5681 | — | |
| HGT2021.12 | 0.5499 | 0.7496 | |
| HGT2024.05 | 0.5499 | 0.7496 |