Node Classification on Amazon (F1-Macro and F1-Micro)
88.32F1-MacroHAAM (mean)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HAAM (mean)Dimension=Multiplex2026.05 | 88.32 | 88.37 | |
| X-GOALDimension=Multiplex2026.05 | 85.7 | 85.79 | |
| HDMIDimension=Multiplex2026.05 | 84.13 | 84.29 | |
| SSDCMDimension=Multiplex2026.05 | 82.2 | 82.4 | |
| mGCNDimension=Multiplex2026.05 | 74.86 | 75.13 | |
| DMGIDimension=Multiplex2026.05 | 74.58 | 74.81 | |
| MGDCRDimension=Multiplex2026.05 | 70.1 | 70.19 | |
| PolyGCLDimension=Single2026.05 | 68.37 | 69.53 | |
| InfoMGFDimension=Multiplex2026.05 | 66.12 | 65.87 | |
| DMGDimension=Multiplex2026.05 | 55.72 | 57.22 | |
| HMGEDimension=Multiplex2026.05 | 24.84 | 37.8 | |
| TFE-GNNDimension=Single2026.05 | 20.1 | 29.63 | |
| GATNEDimension=Multiplex2026.05 | 19.11 | 30.9 | |
| HAAM (std)Dimension=Multiplex2026.05 | 0.25 | 0.31 |