Causal Discovery on Synthetic Log-linear Data (p=10, d=1, n=500)
1SHDH-MRS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-MRSp=10, d=1, n=5002026.04 | 1 | 100 | 66.7 | 80 | |
| PCp=10, d=1, n=500, implementation=causal-learn (Tetrad)2026.04 | 5 | 37.5 | 100 | 54.5 | |
| DirectLiNGAMp=10, d=1, n=5002026.04 | 5 | 71.4 | 62.5 | 66.7 | |
| GESp=10, d=1, n=500, implementation=causal-learn (Tetrad)2026.04 | 14 | 14.3 | 66.7 | 23.5 |