| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Synthetic DAGs Gumbel noise distribution 1.0 (test) | CAM | SHD350 | 5 | 1mo ago | |
| Synthetic DAGs Default: 100 nodes, 400 edges, ER, Gaussian, n=1000 1.0 (test) | SHD285 | 5 | 1mo ago | ||
| Synthetic DAGs Dense root causes: p=0.5 1.0 (test) | CAM | SHD271 | 4 | 1mo ago | |
| Synthetic DAGs High edge density: 1000 edges 1.0 (test) | CAM | SHD961 | 4 | 1mo ago | |
| Synthetic DAGs Scale-free graph type 1.0 (test) | SHD187 | 4 | 1mo ago | ||
| Synthetic DAGs Larger weights in A 1.0 (test) | fGES | SHD135 | 3 | 1mo ago | |
| Synthetic DAGs Standardized data 1.0 (test) | CAM | SHD329 | 3 | 1mo ago | |
| Synthetic DAGs High noise deviation: sigma=0.1 1.0 (test) | CAM | SHD341 | 2 | 1mo ago | |
| Synthetic DAGs Fixed support 1.0 (test) | CAM | SHD390 | 1 | 1mo ago |
