Essential Gene Prediction on D. melanogaster DIP
100AUC-ROCEssentialGIN
Evaluation results
| Method | Links | |
|---|---|---|
| EssentialGINInput Data=PPI + expression data2026.06 | 100 | |
| EssentialGINInput Data=PPI + subcellular localization2026.06 | 99.97 | |
| N2V-NLPInput Data=PPI + expression data2026.06 | 86.43 | |
| DCInput Data=PPI2026.06 | 56.15 | |
| N2V-NLPInput Data=PPI2026.06 | 52.92 | |
| MLPInput Data=PPI2026.06 | 52.83 | |
| EssentialGINInput Data=PPI + orthology data2026.06 | 52.72 | |
| EssentialGINInput Data=PPI2026.06 | 51.87 | |
| EPGATInput Data=PPI2026.06 | 48.61 | |
| EPGATInput Data=PPI + subcellular localization2026.06 | 48.01 | |
| EPGATInput Data=PPI + expression data2026.06 | 40.9 | |
| EPGATInput Data=PPI + orthology data2026.06 | 32.9 |