Interaction Type Prediction on SHS27k (BFS)
74.5Micro-F1MAPE-PPI
Evaluation Results
| Method | Links | |
|---|---|---|
| MAPE-PPIL3-PPI Integration=true2026.05 | 74.5 | |
| HIGH-PPIL3-PPI Integration=true2026.05 | 73.22 | |
| SemiGNN-PPIL3-PPI Integration=true2026.05 | 71.92 | |
| SaprotL3-PPI Integration=true2026.05 | 71.51 | |
| ESM2-650ML3-PPI Integration=true2026.05 | 71.25 | |
| MAPE-PPIL3-PPI Integration=false2026.05 | 70.38 | |
| GNN-PPIL3-PPI Integration=true2026.05 | 69.52 | |
| HIGH-PPIL3-PPI Integration=false2026.05 | 68.4 | |
| SemiGNN-PPIL3-PPI Integration=false2026.05 | 67.94 | |
| ProstT5L3-PPI Integration=true2026.05 | 67.42 | |
| GearNetL3-PPI Integration=true2026.05 | 65.33 | |
| GNN-PPIL3-PPI Integration=false2026.05 | 63.08 | |
| DNN-PPIL3-PPI Integration=true2026.05 | 51.97 | |
| DNN-PPIL3-PPI Integration=false2026.05 | 51.59 | |
| S2FL3-PPI Integration=true2026.05 | 49.03 | |
| PIPRL3-PPI Integration=true2026.05 | 49.02 | |
| DPPIL3-PPI Integration=true2026.05 | 47.46 | |
| PIPRL3-PPI Integration=false2026.05 | 47.13 | |
| S2FL3-PPI Integration=false2026.05 | 46.32 | |
| DPPIL3-PPI Integration=false2026.05 | 43.87 |