Multiplex Interaction Prediction on TRRUST (transductive T)
0.905AUROCCAZI-MBN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAZI-MBNSetting=T2026.02 | 0.905 | 0.872 | 0.791 | 0.784 | |
| HDMISetting=T2026.02 | 0.878 | 0.879 | 0.883 | 0.881 | |
| DMGISetting=T2026.02 | 0.871 | 0.874 | 0.869 | 0.872 | |
| R-GATSetting=T2026.02 | 0.868 | 0.871 | 0.866 | 0.875 | |
| GENERSetting=T2026.02 | 0.867 | 0.868 | 0.865 | 0.869 | |
| R-GCNSetting=T2026.02 | 0.865 | 0.867 | 0.861 | 0.87 | |
| MLP (LLM)Setting=T2026.02 | 0.861 | 0.868 | 0.856 | 0.859 | |
| MultiplexSAGESetting=T2026.02 | 0.86 | 0.864 | 0.858 | 0.866 | |
| DL-GGISetting=T2026.02 | 0.857 | 0.862 | 0.854 | 0.86 | |
| XGB (LLM)Setting=T2026.02 | 0.854 | 0.863 | 0.852 | 0.867 | |
| DGISetting=T2026.02 | 0.841 | 0.844 | 0.845 | 0.847 | |
| Graph TransformerSetting=T2026.02 | 0.832 | 0.835 | 0.837 | 0.83 | |
| GraphSAGESetting=T2026.02 | 0.822 | 0.826 | 0.819 | 0.824 | |
| GCNSetting=T2026.02 | 0.81 | 0.815 | 0.812 | 0.817 | |
| MLPSetting=T2026.02 | 0.796 | 0.799 | 0.801 | 0.803 | |
| XGBSetting=T2026.02 | 0.786 | 0.791 | 0.794 | 0.788 |