Gene Regulatory Network Discovery on SERGIO simulated random DAGs
19.6RecallDCDI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DCDI2025.01 | 19.6 | 6.95 | 15.28 | 13.27 | 0.0145 | |
| GENIE32025.01 | 6.4 | 5.65 | 5.75 | 5.96 | 0.4109 | |
| PerturbODE2025.01 | 6.22 | 5.79 | 5.21 | 6.01 | 0.3039 | |
| DCDFG2025.01 | 1.64 | 2.47 | 3.07 | 2.06 | 0.8675 | |
| NO-TEARS-LR2025.01 | 0.06 | 3 | 4.27 | 1.53 | 0.843 | |
| NO-TEARS2025.01 | 0.06 | 6.83 | 5.3 | 3.45 | 0.7911 |