Multiplex Interaction Prediction on PINNACLE zero-shot
81.2AUROCCAZI-MBN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAZI-MBNSetting=ZS2026.02 | 81.2 | 82 | 74.8 | 76.3 | |
| xCAPT5Setting=ZS2026.02 | 78.5 | 79.1 | 73.3 | 73.9 | |
| HDMISetting=ZS2026.02 | 74.8 | 77.6 | 75.7 | 74.2 | |
| DMGISetting=ZS2026.02 | 74.4 | 76.2 | 73.8 | 73.8 | |
| R-GCNSetting=ZS2026.02 | 73.3 | 76.5 | 74.2 | 73.3 | |
| MultiplexSAGESetting=ZS2026.02 | 72.8 | 75.3 | 74.7 | 72.5 | |
| R-GATSetting=ZS2026.02 | 72.6 | 75.8 | 73.4 | 73.5 | |
| PIPRSetting=ZS2026.02 | 72.1 | 74 | 71.6 | 71.1 | |
| XGB (LLM)Setting=ZS2026.02 | 71.9 | 73.1 | 68.8 | 67.1 | |
| MLP (LLM)Setting=ZS2026.02 | 71.4 | 72.9 | 68.3 | 68.5 | |
| Graph TransformerSetting=ZS2026.02 | 68.7 | 69 | 68 | 70.5 | |
| DGISetting=ZS2026.02 | 67.4 | 67.8 | 67.9 | 66.3 | |
| GraphSAGESetting=ZS2026.02 | 67.3 | 66.6 | 66.8 | 66.8 | |
| MLPSetting=ZS2026.02 | 65.2 | 65 | 62.6 | 64.2 | |
| GCNSetting=ZS2026.02 | 63.9 | 65.2 | 64.9 | 65.4 | |
| XGBSetting=ZS2026.02 | 62.6 | 62.8 | 63.6 | 63.9 |