Multiplex Interaction Prediction on PINNACLE (transductive split)
0.831AUROCCAZI-MBN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAZI-MBNSetting=T2026.02 | 0.831 | 0.845 | 0.751 | 0.772 | |
| xCAPT5Setting=T2026.02 | 0.781 | 0.804 | 0.726 | 0.752 | |
| HDMISetting=T2026.02 | 0.773 | 0.798 | 0.776 | 0.766 | |
| DMGISetting=T2026.02 | 0.768 | 0.784 | 0.759 | 0.762 | |
| R-GCNSetting=T2026.02 | 0.761 | 0.786 | 0.754 | 0.753 | |
| R-GATSetting=T2026.02 | 0.759 | 0.783 | 0.76 | 0.743 | |
| MultiplexSAGESetting=T2026.02 | 0.752 | 0.775 | 0.763 | 0.749 | |
| PIPRSetting=T2026.02 | 0.747 | 0.759 | 0.741 | 0.732 | |
| XGB (LLM)Setting=T2026.02 | 0.742 | 0.767 | 0.744 | 0.734 | |
| MLP (LLM)Setting=T2026.02 | 0.733 | 0.751 | 0.699 | 0.708 | |
| Graph TransformerSetting=T2026.02 | 0.701 | 0.704 | 0.7 | 0.726 | |
| GraphSAGESetting=T2026.02 | 0.692 | 0.677 | 0.686 | 0.693 | |
| DGISetting=T2026.02 | 0.688 | 0.695 | 0.698 | 0.684 | |
| MLPSetting=T2026.02 | 0.676 | 0.668 | 0.656 | 0.666 | |
| GCNSetting=T2026.02 | 0.659 | 0.67 | 0.666 | 0.679 | |
| XGBSetting=T2026.02 | 0.65 | 0.644 | 0.651 | 0.66 |