Root Cause Analysis on Linear-SCM synthetic graphs n=800 (test)
100Precision@5Score Ordering
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Score Orderinggraph size=8002026.06 | 100 | 100 | 4,024.8 | |
| StableRCAgraph size=8002026.06 | 99 | 99 | 860.9 | |
| Choleskygraph size=8002026.06 | 81 | 81 | 14,994 | |
| RCDgraph size=8002026.06 | 45 | 45 | 29.86 | |
| RCG-0graph size=8002026.06 | 22 | 22 | 1,189 | |
| CIRCAgraph size=8002026.06 | 14 | 14 | 13.98 | |
| BAROgraph size=8002026.06 | 8 | 8 | 0.92 | |
| Smooth Traversalgraph size=8002026.06 | 0 | 0 | 7.38 | |
| Traversalgraph size=8002026.06 | 0 | 0 | 6.54 | |
| Count. Attr.graph size=8002026.06 | 0 | 0 | 1,928.8 | |
| ε-Diagnosisgraph size=8002026.06 | 0 | 0 | 37.15 |