Causal Discovery on Pathfinder (test)
59BSFBayesys Model Avg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Bayesys Model AvgSample size=10000, Data=Clean2026.01 | 59 | 41 | 31 | 64 | |
| Expert Model AvgSample size=10000, Data=Clean2026.01 | 48 | 52 | 55 | 49 | |
| Bayesys Model AvgSample size=1000, Data=Clean2026.01 | 43 | 23 | 15 | 54 | |
| Expert Model AvgSample size=1000, Data=Clean2026.01 | 42 | 41 | 39 | 44 | |
| Tabu-ALSample size=10000, Data=Clean2026.01 | 37 | 44 | 54 | 38 | |
| Bayesys Model AvgSample size=10000, Data=Noisy2026.01 | 34 | 39 | 48 | 33 | |
| Expert Model AvgSample size=10000, Data=Noisy2026.01 | 29 | 38 | 70 | 26 | |
| Bayesys Model AvgSample size=1000, Data=Noisy2026.01 | 26 | 27 | 32 | 25 | |
| Expert Model AvgSample size=1000, Data=Noisy2026.01 | 24 | 30 | 64 | 20 | |
| Tabu-ALSample size=10000, Data=Noisy2026.01 | 23 | 27 | 42 | 20 | |
| Tabu-ALSample size=1000, Data=Clean2026.01 | 21 | 19 | 17 | 26 | |
| Tabu-ALSample size=1000, Data=Noisy2026.01 | 14 | 15 | 84 | 8 |