JOBS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Individual Treatment Effect Estimation | Jobs (out-of-sample) | R_pol0.733 | 32 | |
| Treatment Effect Estimation | JOBS semi-synthetic (test) | MSE0 | 22 | |
| Individual Treatment Effect Estimation | Jobs (within-sample) | R_pol0.256 | 18 | |
| Counterfactual Error Estimation | Jobs (in-sample) | R_pol0.13 | 15 | |
| Conditional Average Treatment Effect (CATE) estimation | Jobs semi-synthetic | PEHE0.478 | 9 | |
| Bias Estimation | JOBS (test) | Estimated alpha (alpha = 1)4.718 | 7 | |
| Partial identification of causal effects | Jobs semi-synthetic RCT-derived labels | Validity100 | 6 | |
| Semantic Parsing | JOBS | Accuracy92.9 | 6 | |
| Causal effect estimation | Jobs | ATT989.346 | 5 | |
| Semantic Parsing | JOBS (test) | Precision97.3 | 3 | |
| Treatment Effect Estimation | Jobs | Coverage Mean93.48 | 1 |
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