Latent Hierarchical Causal Structure Discovery on IL2H Uniform noise
0.76Metric 2 ScoreLatent Hierarchical Causal Structure Discovery algorithm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Latent Hierarchical Causal Structure Discovery algorithmSample size=10k2022.10 | 0.76 | — | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=5k2022.10 | 0.71 | — | |
| Latent Hierarchical Causal Structure Discovery algorithmSample size=2k2022.10 | 0.61 | — | |
| GINSample size=10k2022.10 | 0.39 | — | |
| GINSample size=5k2022.10 | 0.35 | — | |
| GINSample size=2k2022.10 | 0.34 | — | |
| FOFCSample size=10k2022.10 | 0.12 | — | |
| FOFCSample size=5k2022.10 | 0.09 | — | |
| FOFCSample size=2k2022.10 | 0.07 | — | |
| CLRGSample size=2k2022.10 | 0 | — | |
| CLRGSample size=5k2022.10 | 0 | — | |
| CLRGSample size=10k2022.10 | 0 | — | |
| CLRGSample Size=2k2022.10 | — | 0.18 | |
| CLRGSample Size=5k2022.10 | — | 0.18 | |
| CLRGSample Size=10k2022.10 | — | 0.18 | |
| FOFCSample Size=2k2022.10 | — | 0.23 | |
| FOFCSample Size=5k2022.10 | — | 0.26 | |
| FOFCSample Size=10k2022.10 | — | 0.2 | |
| GINSample Size=2k2022.10 | — | 0.15 | |
| GINSample Size=5k2022.10 | — | 0.15 | |
| GINSample Size=10k2022.10 | — | 0.14 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample Size=2k2022.10 | — | 0.1 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample Size=5k2022.10 | — | 0.1 | |
| Latent Hierarchical Causal Structure Discovery algorithmSample Size=10k2022.10 | — | 0.1 |