Gene expression dynamics prediction on Hematopoiesis Erythroid lineage (test)
0.0025SparsityNone/Baseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| None/Baseline2024.03 | 0.0025 | 529 | 2.12 | |
| C-NODE2024.03 | 0.0133 | 529 | 2.17 | |
| PINNPrior information=true2024.03 | 0.0593 | 529 | 2.14 | |
| L02024.03 | 0.1203 | 518 | 2.14 | |
| PathReg2024.03 | 0.1394 | 522 | 2.12 | |
| IMP2024.03 | 0.73 | 404 | 2.26 | |
| Iter. SynFlow2024.03 | 0.8228 | 350 | 2.18 | |
| BioPrunePrior information=true2024.03 | 0.8709 | 319 | 2.14 | |
| DST2024.03 | 0.9054 | 328 | 2.23 | |
| PINN + MPPrior information=true2024.03 | 0.92 | 218 | 2.14 | |
| SparseFlow2024.03 | 0.9444 | 123 | 2.12 | |
| DASHPrior information=true, Optimal Lambda=(0.80, 0.80)2024.03 | 0.9595 | 54 | 2.12 |