Multiplex Interaction Prediction on MetaConserve zero-shot
0.738AUROCCAZI-MBN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAZI-MBNSetting=ZS2026.02 | 0.738 | 0.722 | 0.749 | 0.653 | |
| CAZI-MBNSetting=Zero-shot2026.02 | 0.738 | 0.722 | 0.749 | 0.653 | |
| HDMISetting=ZS2026.02 | 0.709 | 0.71 | 0.704 | 0.707 | |
| HDMISetting=Zero-shot2026.02 | 0.709 | 0.71 | 0.704 | 0.707 | |
| R-GATSetting=ZS2026.02 | 0.703 | 0.705 | 0.691 | 0.699 | |
| DMGISetting=ZS2026.02 | 0.702 | 0.701 | 0.698 | 0.695 | |
| R-GCNSetting=ZS2026.02 | 0.699 | 0.702 | 0.683 | 0.685 | |
| MultiplexSAGESetting=ZS2026.02 | 0.697 | 0.692 | 0.685 | 0.688 | |
| DrugBANSetting=ZS2026.02 | 0.692 | 0.705 | 0.707 | 0.708 | |
| DrugBANSetting=Zero-shot2026.02 | 0.692 | 0.705 | 0.707 | 0.708 | |
| MolTransSetting=ZS2026.02 | 0.688 | 0.7 | 0.69 | 0.693 | |
| MLP (LLM)Setting=ZS2026.02 | 0.659 | 0.662 | 0.664 | 0.672 | |
| Graph TransformerSetting=ZS2026.02 | 0.651 | 0.66 | 0.652 | 0.648 | |
| Graph TransformerSetting=Zero-shot2026.02 | 0.651 | 0.66 | 0.652 | 0.648 | |
| DGISetting=ZS2026.02 | 0.646 | 0.647 | 0.638 | 0.64 | |
| XGB (LLM)Setting=ZS2026.02 | 0.631 | 0.637 | 0.635 | 0.633 | |
| GraphSAGESetting=ZS2026.02 | 0.63 | 0.633 | 0.627 | 0.634 | |
| GCNSetting=ZS2026.02 | 0.617 | 0.621 | 0.61 | 0.622 | |
| MLPSetting=ZS2026.02 | 0.607 | 0.6 | 0.612 | 0.621 | |
| XGBSetting=ZS2026.02 | 0.598 | 0.591 | 0.6 | 0.598 |