| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| DAG structure recovery | post-non-linear d=100 1 | SHD52.4 | 7 | |
| DAG structure recovery | post-non-linear-1 d=20 | SHD7.3 | 7 | |
| DAG structure recovery | post-non-linear-1 d=10 | SHD5.6 | 7 | |
| DAG Structure Recovery | post-non-linear-2 d=100 5000 samples | SHD47.2 | 7 | |
| DAG Structure Recovery | post-non-linear-2 d=50 5000 samples | SHD18.6 | 7 | |
| DAG Structure Recovery | post-non-linear-2 d=20 5000 samples | SHD5.7 | 7 | |
| DAG Structure Recovery | post-non-linear-2 d=10 5000 samples | SHD2.9 | 7 |