Single-Cell Gene Regulatory Network Inference on Mouse brain
0.057AUPRCEpiAwareNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EpiAwareNet2026.05 | 0.057 | 72.63 | 1 | 6.4543 | |
| EpiAwareNet-nnPU2026.05 | 0.027 | 51.7 | 1 | 3.0573 | |
| scGPT+headhead=matched prediction head2026.05 | 0.015 | 59.36 | 1 | 1.7334 | |
| Gene-peak rand.2026.05 | 0.014 | 57.15 | 0 | 1.5853 | |
| WGCNA2026.05 | 0.011 | 50.74 | 0 | 1.2497 | |
| scGLUE+headhead=matched prediction head2026.05 | 0.011 | 53.02 | 0 | 1.2245 | |
| GRNBoost22026.05 | 0.01 | 52.95 | 0 | 1.1048 | |
| Pando2026.05 | 0.01 | 50.18 | 0 | 1.0874 | |
| SCENIC+2026.05 | 0.009 | 50.2 | 0 | 1.0188 | |
| RNA-only2026.05 | 0.009 | 52.05 | 0 | 1.0191 |