Root Cause Analysis on Synthetic Graph n=40
0.61Top-5 PrecisionStableRCA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StableRCAk=52026.06 | 0.61 | 0.61 | |
| Score Orderingk=52026.06 | 0.57 | 0.57 | |
| Choleskyk=52026.06 | 0.49 | 0.49 | |
| BAROk=52026.06 | 0.3 | 0.3 | |
| CIRCAk=52026.06 | 0.29 | 0.29 | |
| RCG-0k=52026.06 | 0.18 | 0.18 | |
| RCDk=52026.06 | 0.08 | 0.08 | |
| Smooth Traversalk=52026.06 | 0 | 0 | |
| Traversalk=52026.06 | 0 | 0 | |
| Counterfactual Attributionk=52026.06 | 0 | 0 | |
| ϵ-Diagnosisk=52026.06 | 0 | 0 |