Causal Discovery on Synthetic Log-linear Data (p=20, d=1, n=500)
5SHDH-MRS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-MRSp=20, d=1, n=5002026.04 | 5 | 75 | 75 | 75 | |
| PCp=20, d=1, n=500, implementation=causal-learn (Tetrad)2026.04 | 22 | 27 | 100 | 42 | |
| GESp=20, d=1, n=500, implementation=causal-learn (Tetrad)2026.04 | 31 | 19.4 | 87.5 | 31.8 | |
| DirectLiNGAMp=20, d=1, n=5002026.04 | 48 | 38 | 52.8 | 44.2 |