Latent Variable Causal Discovery on Synthetic Non-gaussian misspecification
79F1 ScoreLGES
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LGESSample size=10002025.10 | 79 | 10.12 | |
| LGESSample size=5002025.10 | 78 | 10.72 | |
| RLCDSample size=10002025.10 | 75 | 12.45 | |
| LGESSample size=2002025.10 | 74 | 12.67 | |
| RLCDSample size=5002025.10 | 68 | 14.81 | |
| LGESSample size=1002025.10 | 57 | 21.7 | |
| GINSample size=10002025.10 | 47 | 20.88 | |
| RLCDSample size=2002025.10 | 46 | 35.12 | |
| FOFCSample size=2002025.10 | 42 | 18.1 | |
| GINSample size=5002025.10 | 42 | 22.46 | |
| FOFCSample size=1002025.10 | 40 | 22.72 | |
| FOFCSample size=5002025.10 | 40 | 17.66 | |
| FOFCSample size=10002025.10 | 39 | 17.82 | |
| GINSample size=2002025.10 | 36 | 24.14 | |
| RLCDSample size=1002025.10 | 35 | 39.31 | |
| GINSample size=1002025.10 | 27 | 26.76 |