Essential gene prediction on H. sapiens PPI STRING (test)
92.89AUC-ROCEssentialGIN
Evaluation results
| Method | Links | |
|---|---|---|
| EssentialGINInput features=+expression data2026.06 | 92.89 | |
| EssentialGINInput features=+subcellular localization2026.06 | 92.83 | |
| EssentialGINInput features=+orthology data2026.06 | 92.05 | |
| N2v-MLPInput features=+expression data2026.06 | 91.54 | |
| EPGATInput features=+subcellular localization2026.06 | 91.52 | |
| EPGATInput features=+expression data2026.06 | 91.28 | |
| EPGATInput features=+orthology data2026.06 | 90.95 | |
| EPGATInput features=just PPI2026.06 | 90.34 | |
| EssentialGINInput features=just PPI2026.06 | 89.39 | |
| N2v-MLPInput features=just PPI2026.06 | 87.32 | |
| DC2026.06 | 80.02 | |
| MLP2026.06 | 74.95 |