Synthetic Causal Graphs
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic causal graphs Phase 1 generator
100F1 Score (Graph)
40
Synthetic Causal Graphs
171ID
22
Synthetic Causal Graphs p=0.5, without latent confounders
0Structural Hamming Distance
6
Synthetic Causal Graphs p=0.25, without latent confounders
0Structural Hamming Distance (SHD)
6
Synthetic Causal Graphs p=0.1 without latent confounders
0Structural Hamming Distance (SHD)
6