Causal Discovery on Binary data 10 nodes, nD=1000, d=2, dmax=10
85.41Number of CI testsMARVEL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MARVEL# Nodes=10, CI test type=KCI2025.10 | 85.41 | 43.77 | 74 | 18 | |
| SNAP(∞)# Nodes=10, CI test type=KCI2025.10 | 92.52 | 26.98 | 52 | 34 | |
| MB-by-MB+# Nodes=10, CI test type=KCI2025.10 | 118.46 | 56.27 | 2 | 20 | |
| LOAD# Nodes=10, CI test type=KCI2025.10 | 127.82 | 62.11 | 74 | 17 | |
| PC# Nodes=10, CI test type=KCI2025.10 | 134.33 | 50.37 | 52 | 35 | |
| LDP+# Nodes=10, CI test type=KCI2025.10 | 136.2 | 65.01 | 14 | 15 | |
| LDECC+# Nodes=10, CI test type=KCI2025.10 | 160.88 | 71.71 | 3 | 29 |