Causal Discovery on Synthetic Exponential Noise
30.13ABIC ScoreBOSS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BOSSAvg Deg=22023.10 | 30.13 | 86.4 | 0.34 | — | |
| LiNGAMAvg Deg=22023.10 | 44.29 | 98.65 | 103.83 | — | |
| BOSSAvg Deg=42023.10 | 53.8 | 165.4 | 0.62 | — | |
| BOSSAvg Deg=62023.10 | 74.63 | 245 | 1.28 | — | |
| LiNGAMAvg Deg=42023.10 | 81.25 | 189.25 | 105.02 | — | |
| BOSSAvg Deg=82023.10 | 93.93 | 329.55 | 2.19 | — | |
| LiNGAMAvg Deg=62023.10 | 103.35 | 277.6 | 105.03 | — | |
| LiNGAMAvg Deg=82023.10 | 121.79 | 374.35 | 105.08 | — | |
| BOSSAvg Deg=102023.10 | 126.28 | 405.45 | 3.88 | — | |
| BOSSAvg Deg=122023.10 | 140.74 | 479.25 | 5.78 | — | |
| LiNGAMAvg Deg=102023.10 | 153.33 | 462.55 | 105.54 | — | |
| BOSSAvg Deg=142023.10 | 167.21 | 557.3 | 8.53 | — | |
| BOSSAvg Deg=162023.10 | 167.46 | 628.7 | 11.39 | — | |
| LiNGAMAvg Deg=122023.10 | 172.74 | 552.15 | 107.57 | — | |
| LiNGAMAvg Deg=142023.10 | 203.28 | 651.9 | 109.91 | — | |
| BOSSAvg Deg=182023.10 | 206.37 | 702.35 | 15.31 | — | |
| LiNGAMAvg Deg=162023.10 | 212.26 | 739.25 | 109.25 | — | |
| BOSSAvg Deg=202023.10 | 221.56 | 770.45 | 19.62 | — | |
| DAGMAAvg Deg=22023.10 | 242.69 | 68.85 | 17.39 | — | |
| LiNGAMAvg Deg=182023.10 | 249.31 | 833 | 111.06 | — | |
| LiNGAMAvg Deg=202023.10 | 278.01 | 921.6 | 104.27 | — | |
| DAGMAAvg Deg=42023.10 | 671.26 | 124.85 | 15.1 | — | |
| DAGMAAvg Deg=62023.10 | 1,554.85 | 169.05 | 15.83 | — | |
| DAGMAAvg Deg=82023.10 | 3,077.68 | 198.1 | 17.8 | — | |
| DAGMAAvg Deg=102023.10 | 5,243.46 | 211.15 | 17.47 | — | |
| DAGMAAvg Deg=122023.10 | 7,766.05 | 219.5 | 18.54 | — | |
| DAGMAAvg Deg=142023.10 | 11,865.65 | 197.95 | 22.4 | — | |
| DAGMAAvg Deg=162023.10 | 14,316.68 | 202.6 | 19.48 | — | |
| DAGMAAvg Deg=182023.10 | 17,855.62 | 184.1 | 47.89 | — | |
| DAGMAAvg Deg=202023.10 | 21,255.44 | 171.1 | 23.55 | — |