Latent Hierarchical Causal Structure Discovery on Synthetic Gaussian Tree Structure
0.01Metric 3Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| OursSample Size=10k2022.10 | 0.01 | |
| OursSample Size=2k2022.10 | 0.02 | |
| OursSample Size=5k2022.10 | 0.02 | |
| FOFCSample Size=10k2022.10 | 0.08 | |
| FOFCSample Size=2k2022.10 | 0.09 | |
| FOFCSample Size=5k2022.10 | 0.09 | |
| CLRGSample Size=10k2022.10 | 0.09 | |
| GINSample Size=10k2022.10 | 0.09 | |
| CLRGSample Size=2k2022.10 | 0.1 | |
| CLRGSample Size=5k2022.10 | 0.1 | |
| GINSample Size=5k2022.10 | 0.1 | |
| GINSample Size=2k2022.10 | 0.15 |