Root Cause Analysis on Linear-SCM graphs n=400 synthetic (test)
100Precision@5StableRCA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| StableRCAgraph size=4002026.06 | 100 | 100 | 570.2 | |
| Score Orderinggraph size=4002026.06 | 97 | 97 | 2,216 | |
| Choleskygraph size=4002026.06 | 75 | 75 | 2,951 | |
| RCDgraph size=4002026.06 | 75 | 75 | 21.97 | |
| RCG-0graph size=4002026.06 | 34 | 34 | 237.07 | |
| CIRCAgraph size=4002026.06 | 18 | 18 | 7.87 | |
| BAROgraph size=4002026.06 | 13 | 13 | 0.44 | |
| Smooth Traversalgraph size=4002026.06 | 0 | 0 | 3.02 | |
| Traversalgraph size=4002026.06 | 0 | 0 | 3.15 | |
| Count. Attr.graph size=4002026.06 | 0 | 0 | 1,031 | |
| ε-Diagnosisgraph size=4002026.06 | 0 | 0 | 21 |