| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bivariate Causal Discovery | SIM-g | Accuracy90 | 23 | |
| Bivariate Causal Discovery | SIM-G | AUROC94.4 | 21 | |
| Cause-Effect Discovery | SIM-G | Accuracy92 | 16 | |
| Causal direction inference | SIM-G | Accuracy68 | 3 | |
| Causal Discovery | SIM-G | AUROC99 | 2 | |
| Causal Discovery | SIM-G | AUDRC88 | 1 |