Causal Discovery on Synthetic Gaussian IL2H
100Causal Cluster Recovery RateLatent Hierarchical Causal Structure Discovery algorithm
Evaluation Results
| Method | Links | |
|---|---|---|
| Latent Hierarchical Causal Structure Discovery algorithmSample size=5k2022.10 | 100 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=10k2022.10 | 100 | |
| FOFCSample size=10k2022.10 | 100 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=2k2022.10 | 92 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=10k2022.10 | 86 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=5k2022.10 | 83 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=2k2022.10 | 70 | |
| GINSample size=5k2022.10 | 70 | |
| GINSample size=10k2022.10 | 70 | |
| FOFCSample size=5k2022.10 | 65 | |
| GINSample size=10k2022.10 | 44 | |
| GINSample size=5k2022.10 | 40 | |
| FOFCSample size=2k2022.10 | 38 | |
| GINSample size=2k2022.10 | 35 | |
| GINSample size=2k2022.10 | 30 | |
| FOFCSample size=10k2022.10 | 29 | |
| FOFCSample size=5k2022.10 | 17 | |
| FOFCSample size=2k2022.10 | 12 | |
| CLRGSample size=2k2022.10 | 0 | |
| CLRGSample size=5k2022.10 | 0 | |
| CLRGSample size=10k2022.10 | 0 | |
| CLRGSample size=2k2022.10 | 0 | |
| CLRGSample size=5k2022.10 | 0 | |
| CLRGSample size=10k2022.10 | 0 |