Node Classification on DBLP HGB
95.06Macro F1HAGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HAGNN2024.09 | 95.06 | 95.4 | |
| HetSheaf2024.09 | 94.97 | 95.39 | |
| HINormer2024.09 | 94.57 | 94.94 | |
| BPHGNN2024.09 | 93.89 | 94.5 | |
| SimpleHGN2024.09 | 93.81 | 94.26 | |
| AMHGNN2024.09 | 93.71 | 94.08 | |
| RSHN2024.09 | 93.34 | 93.81 | |
| R-HGNN2024.09 | 93.31 | 93.8 | |
| MAGNN2024.09 | 93.16 | 93.65 | |
| HGNN-AC2024.09 | 92.97 | 93.43 | |
| Sheaf-NSD2024.09 | 92.96 | 93.42 | |
| HetGNN2024.09 | 92.77 | 93.23 | |
| CKD2024.09 | 92.52 | 92.8 | |
| HetSANN2024.09 | 84.08 | 84.96 | |
| GTN2024.09 | 65.21 | 66.23 |