Causal Discovery on Synthetic 20 variables, 5 latent
82Skeleton F1 ScoreLGES
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LGESSample size=10002025.10 | 82 | 8.8 | |
| LGESSample size=5002025.10 | 79 | 10.02 | |
| RLCDSample size=10002025.10 | 76 | 11.24 | |
| LGESSample size=2002025.10 | 72 | 14.03 | |
| RLCDSample size=5002025.10 | 69 | 14.68 | |
| FOFCSample size=10002025.10 | 61 | 16.1 | |
| LGESSample size=1002025.10 | 60 | 20.87 | |
| FOFCSample size=5002025.10 | 58 | 16.5 | |
| FOFCSample size=2002025.10 | 56 | 18 | |
| FOFCSample size=1002025.10 | 55 | 20.8 | |
| RLCDSample size=2002025.10 | 49 | 28.58 | |
| GINSample size=10002025.10 | 47 | 20.88 | |
| GINSample size=5002025.10 | 42 | 22.46 | |
| GINSample size=2002025.10 | 36 | 24.14 | |
| RLCDSample size=1002025.10 | 33 | 35.84 | |
| GINSample size=1002025.10 | 27 | 26.76 |