| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Integration | NCM | Performance Score1 | 8 | |
| Counterfactual effect estimation | NCM FAIRNESS-YW (original_proxy_comparison) | ATE0.04 | 6 | |
| Counterfactual effect estimation | NCM FAIRNESS-XY (original_proxy_comparison) | ATE0 | 6 | |
| Counterfactual effect estimation | NCM FAIRNESS-XW (original proxy comparison) | ATE0 | 6 | |
| Counterfactual effect estimation | NCM FAIRNESS (original_proxy_comparison) | ATE1 | 6 | |
| Counterfactual effect estimation | NCM FAIRNESS-YW | ATE0 | 6 | |
| Counterfactual effect estimation | NCM FAIRNESS-XY | ATE0 | 6 |