Causal Discovery on SimSUM (test)
60BSFExpert Model Avg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Expert Model AvgSample size=10000, Data=Clean2026.01 | 60 | 74 | 88 | 64 | |
| Bayesys Model AvgSample size=10000, Data=Clean2026.01 | 53 | 67 | 73 | 62 | |
| Expert Model AvgSample size=1000, Data=Clean2026.01 | 39 | 57 | 53 | 62 | |
| Tabu-ALSample size=10000, Data=Clean2026.01 | 31 | 47 | 97 | 31 | |
| Expert Model AvgSample size=10000, Data=Noisy2026.01 | 21 | 34 | 98 | 21 | |
| Bayesys Model AvgSample size=10000, Data=Noisy2026.01 | 17 | 29 | 95 | 17 | |
| Bayesys Model AvgSample size=1000, Data=Clean2026.01 | 16 | 46 | 35 | 69 | |
| Expert Model AvgSample size=1000, Data=Noisy2026.01 | 14 | 33 | 62 | 23 | |
| Bayesys Model AvgSample size=1000, Data=Noisy2026.01 | 8 | 31 | 48 | 23 | |
| Tabu-ALSample size=10000, Data=Noisy2026.01 | 8 | 14 | 100 | 8 | |
| Tabu-ALSample size=1000, Data=Clean2026.01 | 7 | 13 | 94 | 7 | |
| Tabu-ALSample size=1000, Data=Noisy2026.01 | 1 | 3 | 72 | 2 |