Gene Regulatory Network Inference on Breast cancer in pseudotime
95.7SparsitySparseFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SparseFlowPrior information for sparsification=false2024.03 | 95.7 | 49.7 | 7.76 | |
| BioPrunePrior information for sparsification=true, Suggested baseline=true2024.03 | 93.44 | 95.67 | 7.8 | |
| DASHPrior information for sparsification=true, Suggested method=true, Lambda values=0.995, 0.952024.03 | 92.71 | 95.69 | 7.76 | |
| PINN + MPPrior information for sparsification=true, Suggested baseline=true2024.03 | 92 | 54.02 | 7.79 | |
| Iter. SynFlowPrior information for sparsification=false2024.03 | 91.93 | 49.37 | 7.78 | |
| DSTPrior information for sparsification=false2024.03 | 67.02 | 50.42 | 7.78 | |
| IMPPrior information for sparsification=false2024.03 | 36.02 | 50.34 | 7.77 | |
| PathRegPrior information for sparsification=false2024.03 | 14.09 | 50.24 | 7.92 | |
| C-NODEPrior information for sparsification=false2024.03 | 11.2 | 50.01 | 8.06 | |
| L0Prior information for sparsification=false2024.03 | 10.77 | 50.15 | 7.9 | |
| PINNPrior information for sparsification=true2024.03 | 0.11 | 49.99 | 7.82 | |
| BaselinePrior information for sparsification=false2024.03 | 0.03 | 49.99 | 7.78 |