Synthetic Causal Graphs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal graph annotation accuracy | Synthetic causal graphs Phase 1 generator | F1 Score (Graph)100 | 40 | |
| Causal Effect Identifiability | Synthetic Causal Graphs | ID171 | 22 | |
| Causal Discovery | Synthetic Causal Graphs p=0.5, without latent confounders | Structural Hamming Distance0 | 6 | |
| Causal Discovery | Synthetic Causal Graphs p=0.25, without latent confounders | Structural Hamming Distance (SHD)0 | 6 | |
| Causal Discovery | Synthetic Causal Graphs p=0.1 without latent confounders | Structural Hamming Distance (SHD)0 | 6 |
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