Causal Discovery on Synthetic Erdos–Rényi graphs Medium regime (10 ≤ Π < 100)
64F1 Scoreb-LOAD (global)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| b-LOAD (global)BK Exposure=High (70% to 90%)2026.07 | 64 | 1.37 | |
| b-LOAD (local)BK Exposure=High (70% to 90%)2026.07 | 62 | 1.22 | |
| b-LOAD (global)BK Exposure=Medium (40% to 60%)2026.07 | 48 | 1.63 | |
| b-LOAD (local)BK Exposure=Medium (40% to 60%)2026.07 | 47 | 1.57 | |
| b-LOAD (local)BK Exposure=Low (10% to 30%)2026.07 | 39 | 1.7 | |
| b-LOAD (global)BK Exposure=Low (10% to 30%)2026.07 | 38 | 1.75 | |
| b-PC (local)BK Exposure=High (70% to 90%)2026.07 | 37 | 1.32 | |
| LOADBK Exposure=None2026.07 | 34 | 1.79 | |
| b-PC (global)BK Exposure=High (70% to 90%)2026.07 | 32 | 1.1 | |
| b-PC (local)BK Exposure=Medium (40% to 60%)2026.07 | 29 | 1.58 | |
| b-PC (global)BK Exposure=Medium (40% to 60%)2026.07 | 24 | 1.37 | |
| b-PC (local)BK Exposure=Low (10% to 30%)2026.07 | 22 | 1.85 | |
| b-PC (global)BK Exposure=Low (10% to 30%)2026.07 | 19 | 1.78 | |
| PCBK Exposure=None2026.07 | 17 | 2.15 |