Interaction Type Prediction on SHS27k (DFS)
77.49Micro-F1SemiGNN-PPI
Evaluation Results
| Method | Links | |
|---|---|---|
| SemiGNN-PPIL3-PPI Integration=true2026.05 | 77.49 | |
| ProstT5L3-PPI Integration=true2026.05 | 75.81 | |
| MAPE-PPIL3-PPI Integration=true2026.05 | 74.69 | |
| SaprotL3-PPI Integration=true2026.05 | 73.44 | |
| GearNetL3-PPI Integration=true2026.05 | 73.27 | |
| HIGH-PPIL3-PPI Integration=true2026.05 | 72.57 | |
| MAPE-PPIL3-PPI Integration=false2026.05 | 71.98 | |
| HIGH-PPIL3-PPI Integration=false2026.05 | 70.24 | |
| SemiGNN-PPIL3-PPI Integration=false2026.05 | 69.25 | |
| ESM2-650ML3-PPI Integration=true2026.05 | 68.43 | |
| GNN-PPIL3-PPI Integration=true2026.05 | 67.78 | |
| GNN-PPIL3-PPI Integration=false2026.05 | 66.52 | |
| PIPRL3-PPI Integration=true2026.05 | 57.97 | |
| DNN-PPIL3-PPI Integration=true2026.05 | 52.96 | |
| PIPRL3-PPI Integration=false2026.05 | 52.19 | |
| DNN-PPIL3-PPI Integration=false2026.05 | 48.9 | |
| DPPIL3-PPI Integration=true2026.05 | 46.79 | |
| S2FL3-PPI Integration=true2026.05 | 46.6 | |
| S2FL3-PPI Integration=false2026.05 | 44.68 | |
| DPPIL3-PPI Integration=false2026.05 | 43.69 |