Root Cause Analysis on Linear-SCM synthetic graphs (n=200)
99Precision@5StableRCA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| StableRCAgraph size=2002026.06 | 99 | 99 | 240.5 | |
| Score Orderinggraph size=2002026.06 | 95 | 95 | 1,017 | |
| Choleskygraph size=2002026.06 | 83 | 83 | 756.2 | |
| RCDgraph size=2002026.06 | 58 | 58 | 24.8 | |
| RCG-0graph size=2002026.06 | 25 | 25 | 53.49 | |
| CIRCAgraph size=2002026.06 | 19 | 19 | 3.53 | |
| BAROgraph size=2002026.06 | 19 | 19 | 0.2 | |
| Smooth Traversalgraph size=2002026.06 | 0 | 0 | 1.39 | |
| Traversalgraph size=2002026.06 | 0 | 0 | 1.33 | |
| Count. Attr.graph size=2002026.06 | 0 | 0 | 480.7 | |
| ε-Diagnosisgraph size=2002026.06 | 0 | 0 | 10.63 |