Multiplex Interaction Prediction on MetaConserve (transductive)
75.2AUROCCAZI-MBN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAZI-MBNSetting=T2026.02 | 75.2 | 74.4 | 77.9 | 65.6 | |
| DrugBANSetting=T2026.02 | 73.7 | 71.4 | 71 | 71.1 | |
| HDMISetting=T2026.02 | 72.6 | 72.9 | 71.5 | 71.8 | |
| R-GATSetting=T2026.02 | 72 | 72.3 | 71.4 | 71 | |
| DMGISetting=T2026.02 | 71.7 | 71.6 | 71.9 | 72 | |
| R-GCNSetting=T2026.02 | 71.2 | 71.8 | 69.8 | 70.3 | |
| MolTransSetting=T2026.02 | 71 | 72 | 71.9 | 71.6 | |
| MLP (LLM)Setting=T2026.02 | 69.4 | 70.2 | 70.7 | 70.3 | |
| MultiplexSAGESetting=T2026.02 | 69.3 | 70.5 | 67.8 | 67.2 | |
| DGISetting=T2026.02 | 66.8 | 67.3 | 66.5 | 66.9 | |
| Graph TransformerSetting=T2026.02 | 66.3 | 66.2 | 65.3 | 65.6 | |
| XGB (LLM)Setting=T2026.02 | 66.2 | 67.1 | 65.8 | 66.9 | |
| GraphSAGESetting=T2026.02 | 64.9 | 64.6 | 64.4 | 64.5 | |
| GCNSetting=T2026.02 | 63 | 64.2 | 62.8 | 63.3 | |
| MLPSetting=T2026.02 | 61.7 | 61.4 | 62 | 62.8 | |
| XGBSetting=T2026.02 | 61.1 | 61.2 | 61.7 | 61.3 | |
| CAZI-MBNSetting=Transductive2026.02 | 0.752 | 0.744 | 0.779 | 0.656 | |
| DrugBANSetting=Transductive2026.02 | 0.737 | 0.714 | 0.71 | 0.711 | |
| HDMISetting=Transductive2026.02 | 0.726 | 0.729 | 0.715 | 0.718 | |
| DGISetting=Transductive2026.02 | 0.668 | 0.673 | 0.665 | 0.669 |