Multiplex Interaction Prediction on TRRUST zero-shot
89.9AUROC (zero-shot)CAZI-MBN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAZI-MBNSetting=ZS2026.02 | 89.9 | 86.9 | 77.5 | 76.4 | |
| HDMISetting=ZS2026.02 | 86.8 | 86.9 | 87.2 | 87 | |
| DMGISetting=ZS2026.02 | 86.1 | 86.4 | 85.8 | 86 | |
| R-GATSetting=ZS2026.02 | 85.9 | 86.3 | 85.9 | 86.3 | |
| GENERSetting=ZS2026.02 | 85.7 | 85.8 | 85.5 | 85.9 | |
| R-GCNSetting=ZS2026.02 | 85.4 | 85.6 | 85 | 86.1 | |
| MultiplexSAGESetting=ZS2026.02 | 85 | 85.4 | 84.8 | 85.5 | |
| DL-GGISetting=ZS2026.02 | 84.8 | 85.2 | 84.4 | 85.1 | |
| MLP (LLM)Setting=ZS2026.02 | 84.5 | 85.2 | 83.7 | 85.1 | |
| DGISetting=ZS2026.02 | 83.2 | 83.5 | 83.6 | 83.8 | |
| XGB (LLM)Setting=ZS2026.02 | 82.8 | 83.6 | 84.2 | 83.1 | |
| Graph TransformerSetting=ZS2026.02 | 82.3 | 82.6 | 82.8 | 82 | |
| GraphSAGESetting=ZS2026.02 | 81.2 | 81.7 | 80.9 | 81.5 | |
| GCNSetting=ZS2026.02 | 80.1 | 80.4 | 80 | 80.5 | |
| MLPSetting=ZS2026.02 | 78.9 | 79 | 79.3 | 79.4 | |
| XGBSetting=ZS2026.02 | 77.9 | 78.1 | 78.3 | 77.7 |