Single-Cell Gene Regulatory Network Inference on PBMC human
0.244AUPRCEpiAwareNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EpiAwareNet2026.05 | 0.244 | 82.18 | 3 | 8.097 | |
| RNA-only2026.05 | 0.165 | 77.82 | 0 | 5.4754 | |
| Gene-peak rand.2026.05 | 0.15 | 75.4 | 0 | 4.9777 | |
| EpiAwareNet-nnPU2026.05 | 0.135 | 74.59 | 1 | 4.4799 | |
| Pando2026.05 | 0.064 | 50.71 | 3 | 2.1251 | |
| scGPT+headhead=matched prediction head2026.05 | 0.046 | 50.59 | 1 | 1.5338 | |
| GRNBoost22026.05 | 0.041 | 57.13 | 0 | 1.3677 | |
| WGCNA2026.05 | 0.04 | 51.51 | 0 | 1.3174 | |
| SCENIC+2026.05 | 0.036 | 50.59 | 1 | 1.195 | |
| scGLUE+headhead=matched prediction head2026.05 | 0.034 | 51.47 | 0 | 1.1371 |