Causal Discovery on Synthetic Erdos–Rényi graphs Low regime, Π < 10
52F1 Scoreb-LOAD (global)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| b-LOAD (global)BK Exposure=High (70% to 90%)2026.07 | 52 | 2.18 | |
| b-LOAD (local)BK Exposure=High (70% to 90%)2026.07 | 50 | 1.89 | |
| b-PC (local)BK Exposure=High (70% to 90%)2026.07 | 39 | 2.1 | |
| b-LOAD (global)BK Exposure=Medium (40% to 60%)2026.07 | 34 | 2.4 | |
| b-LOAD (local)BK Exposure=Medium (40% to 60%)2026.07 | 32 | 2.27 | |
| b-PC (global)BK Exposure=High (70% to 90%)2026.07 | 28 | 1.72 | |
| b-PC (local)BK Exposure=Medium (40% to 60%)2026.07 | 24 | 2.42 | |
| b-LOAD (global)BK Exposure=Low (10% to 30%)2026.07 | 23 | 2.52 | |
| b-LOAD (local)BK Exposure=Low (10% to 30%)2026.07 | 22 | 2.42 | |
| b-PC (global)BK Exposure=Medium (40% to 60%)2026.07 | 18 | 2.07 | |
| LOADBK Exposure=None2026.07 | 16 | 2.51 | |
| b-PC (local)BK Exposure=Low (10% to 30%)2026.07 | 13 | 2.73 | |
| b-PC (global)BK Exposure=Low (10% to 30%)2026.07 | 11 | 2.63 | |
| PCBK Exposure=None2026.07 | 7 | 2.9 |