Semi-synthetic DGP
Benchmarks
TaskDatasetSOTA resultTrendResults
Semi-synthetic DGP Expanded Time-varying Confounding CF 3a
0.26Bias
5
Semi-synthetic DGP Expanded Time-varying Confounding CF 2a
0.2Bias
5
Semi-synthetic DGP Expanded Time-varying Confounding CF 1a
0.63Bias
5
Semi-synthetic DGP Limited Time-varying Confounding CF 3a
0.21Bias
5
Semi-synthetic DGP Limited Time-varying Confounding CF 2a
0.26Bias
5
Semi-synthetic DGP Limited Time-varying Confounding CF 1a
0.53Bias
5
Semi-synthetic DGP Policies differ in all steps Expanded
0.113Bias (CF 1c)
2
Semi-synthetic DGP Expanded Policies differ only in the first two steps
0Bias (CF 1b)
2
Semi-synthetic DGP Limited Policies differ in all steps
0.097Bias (CF 1c)
2
Semi-synthetic DGP Limited Policies differ only in the first two steps
0.002Bias (CF 1b)
2