Simulation study
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Conditional Average Treatment Effect Estimation | Simulation study n1=250 | RMSE0.19 | 54 | |
| Instantaneous hazard estimation | Simulation Study Log-logistic (test) | L1 Error0.0491 | 7 | |
| Instantaneous hazard estimation | Simulation Study Log-normal (test) | L1 Error0.0457 | 7 | |
| Instantaneous hazard estimation | Simulation Study Gompertz (test) | L1 Error0.0258 | 7 | |
| Instantaneous hazard estimation | Simulation Study Gamma (test) | L1 Error0.1716 | 7 | |
| Instantaneous hazard estimation | Simulation Study Weibull (test) | L1 Error0.0272 | 7 | |
| Instantaneous hazard estimation | Simulation Study Exponential (test) | L1 Error0.033 | 7 | |
| Adaptive Experimentation | Simulation Study Adaptive Experiments (aggregated) | Statistical Power93 | 5 |
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