Latent Variable Causal Discovery on Synthetic Non-linear misspecification
71F1 ScoreLGES
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LGESSample size=10002025.10 | 71 | 15 | |
| LGESSample size=5002025.10 | 68 | 16.6 | |
| LGESSample size=2002025.10 | 65 | 18.22 | |
| RLCDSample size=10002025.10 | 65 | 17.56 | |
| RLCDSample size=5002025.10 | 60 | 19.89 | |
| LGESSample size=1002025.10 | 58 | 19.21 | |
| GINSample size=10002025.10 | 52 | 23.32 | |
| GINSample size=5002025.10 | 50 | 23.38 | |
| RLCDSample size=2002025.10 | 45 | 31.73 | |
| GINSample size=2002025.10 | 38 | 27.28 | |
| RLCDSample size=1002025.10 | 36 | 37.01 | |
| FOFCSample size=1002025.10 | 35 | 21.48 | |
| FOFCSample size=2002025.10 | 33 | 21.8 | |
| GINSample size=1002025.10 | 32 | 29.28 | |
| FOFCSample size=5002025.10 | 26 | 19.98 | |
| FOFCSample size=10002025.10 | 23 | 20.1 |