Causal Discovery on Synthetic Gaussian Tree
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 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=2k2022.10 | 89 | |
| FOFCSample size=10k2022.10 | 87 | |
| FOFCSample size=5k2022.10 | 75 | |
| GINSample size=10k2022.10 | 50 | |
| FOFCSample size=2k2022.10 | 38 | |
| GINSample size=5k2022.10 | 23 | |
| CLRGSample size=10k2022.10 | 13 | |
| GINSample size=2k2022.10 | 13 | |
| CLRGSample size=2k2022.10 | 0 | |
| CLRGSample size=5k2022.10 | 0 |