Causal Discovery on Synthetic Erdos–Rényi graphs High regime (Π ≥ 100)
75F1 Scoreb-LOAD (global)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| b-LOAD (global)BK Exposure=High (70% to 90%)2026.07 | 75 | 0.65 | |
| b-LOAD (local)BK Exposure=High (70% to 90%)2026.07 | 73 | 0.6 | |
| b-LOAD (global)BK Exposure=Medium (40% to 60%)2026.07 | 62 | 0.92 | |
| b-LOAD (local)BK Exposure=Medium (40% to 60%)2026.07 | 61 | 0.86 | |
| b-LOAD (local)BK Exposure=Low (10% to 30%)2026.07 | 54 | 0.99 | |
| b-LOAD (global)BK Exposure=Low (10% to 30%)2026.07 | 54 | 1.02 | |
| LOADBK Exposure=None2026.07 | 49 | 1.1 | |
| b-PC (local)BK Exposure=High (70% to 90%)2026.07 | 45 | 0.79 | |
| b-PC (global)BK Exposure=High (70% to 90%)2026.07 | 44 | 0.65 | |
| b-PC (local)BK Exposure=Medium (40% to 60%)2026.07 | 40 | 0.91 | |
| b-PC (global)BK Exposure=Medium (40% to 60%)2026.07 | 37 | 0.81 | |
| b-PC (local)BK Exposure=Low (10% to 30%)2026.07 | 35 | 1.07 | |
| b-PC (global)BK Exposure=Low (10% to 30%)2026.07 | 33 | 1.05 | |
| PCBK Exposure=None2026.07 | 31 | 1.28 |