Essential gene prediction on H. sapiens STRING PPI network
92.89ROC-AUCESSENTIALGIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ESSENTIALGINModality=+expression data2026.06 | 92.89 | 68.61 | 68.66 | 55.72 | 87.61 | |
| ESSENTIALGINModality=+subcellular localization2026.06 | 92.83 | 68.38 | 68.43 | 55.8 | 87.86 | |
| ESSENTIALGINModality=+orthology data2026.06 | 92.05 | 66.28 | 66.34 | 56.65 | 89.52 | |
| N2v-MLPModality=+expression data2026.06 | 91.54 | 62.96 | 63.05 | 49.95 | 84.65 | |
| ESSENTIALGINModality=just PPI2026.06 | 89.39 | 59.52 | 59.6 | 51.94 | 88.34 | |
| N2v-MLPModality=just PPI2026.06 | 87.32 | 54.38 | 4.5 | 44 | 84 | |
| DCModality=PPI network2026.06 | 80.02 | 31 | 31.15 | 29.19 | 87.3 | |
| MLPModality=PPI network2026.06 | 74.95 | 26.73 | 26.94 | 26.65 | 77.68 |