Causal Discovery on Synthetic Log-linear Data (p=30, d=1, n=500)
10SHDH-MRS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| H-MRSp=30, d=1, n=5002026.04 | 10 | 84.6 | 64.7 | 73.3 | |
| DirectLiNGAMp=30, d=1, n=5002026.04 | 45 | 35.6 | 50 | 41.6 | |
| PCp=30, d=1, n=500, implementation=causal-learn (Tetrad)2026.04 | 58 | 15 | 83 | 26 | |
| GESp=30, d=1, n=500, implementation=causal-learn (Tetrad)2026.04 | 76 | 9.3 | 58.3 | 16.1 |