Semi-synthetic DGP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| CATE Estimation | Semi-synthetic DGP Expanded Time-varying Confounding CF 3a | Bias0.26 | 5 | |
| CATE Estimation | Semi-synthetic DGP Expanded Time-varying Confounding CF 2a | Bias0.2 | 5 | |
| CATE Estimation | Semi-synthetic DGP Expanded Time-varying Confounding CF 1a | Bias0.63 | 5 | |
| CATE Estimation | Semi-synthetic DGP Limited Time-varying Confounding CF 3a | Bias0.21 | 5 | |
| CATE Estimation | Semi-synthetic DGP Limited Time-varying Confounding CF 2a | Bias0.26 | 5 | |
| CATE Estimation | Semi-synthetic DGP Limited Time-varying Confounding CF 1a | Bias0.53 | 5 | |
| Causal Effect Estimation | Semi-synthetic DGP Policies differ in all steps Expanded | Bias (CF 1c)0.113 | 2 | |
| Causal Effect Estimation | Semi-synthetic DGP Expanded Policies differ only in the first two steps | Bias (CF 1b)0.0003 | 2 | |
| Causal Effect Estimation | Semi-synthetic DGP Limited Policies differ in all steps | Bias (CF 1c)0.0969 | 2 | |
| Causal Effect Estimation | Semi-synthetic DGP Limited Policies differ only in the first two steps | Bias (CF 1b)0.0015 | 2 |
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