Essential gene prediction on H. sapiens DIP PPI
87.09AUC-ROCEssentialGIN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EssentialGINInput Data=PPI + expression data2026.06 | 87.09 | — | — | — | — | |
| EssentialGINData source=+expression data2026.06 | 87.09 | 63.53 | 63.86 | 50.07 | 78.53 | |
| EssentialGINInput Data=PPI + subcellular localization2026.06 | 86.28 | — | — | — | — | |
| EssentialGINData source=+subcellular localization2026.06 | 86.28 | 62.1 | 62.46 | 49.72 | 78.86 | |
| N2V-NLPInput Data=PPI + expression data2026.06 | 82.63 | — | — | — | — | |
| N2v-MLPData source=+expression data2026.06 | 82.63 | 55.3 | 55.61 | 42.66 | 76.02 | |
| EssentialGINInput Data=PPI + orthology data2026.06 | 81.02 | — | — | — | — | |
| EssentialGINData source=+orthology data2026.06 | 81.02 | 55.81 | 56.14 | 41.77 | 79.5 | |
| EPGATInput Data=PPI + subcellular localization2026.06 | 80.19 | — | — | — | — | |
| EPGATInput Data=PPI + expression data2026.06 | 79.63 | — | — | — | — | |
| EPGATInput Data=PPI + orthology data2026.06 | 75.61 | — | — | — | — | |
| EssentialGINInput Data=PPI2026.06 | 64.97 | — | — | — | — | |
| EssentialGINData source=just PPI2026.06 | 64.97 | 36.13 | 36.55 | 19.44 | 68.23 | |
| N2V-NLPInput Data=PPI2026.06 | 64.08 | — | — | — | — | |
| N2v-MLPData source=just PPI2026.06 | 64.08 | 34.15 | 34.59 | 17.42 | 63.56 | |
| EPGATInput Data=PPI2026.06 | 63.7 | — | — | — | — | |
| DCInput Data=PPI2026.06 | 59.86 | — | — | — | — | |
| DCData source=DIP PPI network2026.06 | 59.86 | 29.31 | 28.72 | 9.58 | 70.56 | |
| MLPInput Data=PPI2026.06 | 53.86 | — | — | — | — | |
| MLPData source=DIP PPI network2026.06 | 53.86 | 24.4 | 24.82 | 3.91 | 61.77 |