| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Discovery | Neighbor linear synthetic | Dtop5.96 | 17 | |
| Causal order recovery | Neighbor non-linear synthetic | D_top7.75 | 9 | |
| Estimating causal orders | Neighbor linear synthetic standard | SHD1 | 9 | |
| Causal Order Estimation | Neighbor non-linear synthetic | SHD6 | 9 | |
| Total Effect Estimation | Neighbor | Epsilon ATE14 | 8 | |
| Causal Discovery | Neighbor linear synthetic data | SHD1 | 8 |