Treatment Effect Estimation on NEWS semi-synthetic
0Mean ErrorDoubly Robust
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Doubly RobustTime (s)=2.04e+012024.09 | 0 | 0 | 0 | 0 | |
| Double-DoubleTime (s)=2.54e+012024.09 | 0 | 0 | 0 | 0 | |
| XNetTime (s)=2.41e+022024.09 | 0 | 0 | 0 | 0 | |
| Direct PredictionTime (s)=1.24e+012024.09 | 0 | 0 | 0 | 0 | |
| RANetTime (s)=1.91e+022024.09 | 0 | 0 | 0 | 0 | |
| TNetTime (s)=1.26e+022024.09 | 0 | 0 | 0 | 0 | |
| OffsetNetTime (s)=1.33e+022024.09 | 0 | 0 | 0 | 0 | |
| TARNetTime (s)=9.01e+012024.09 | 0 | 0 | 0 | 0 | |
| DRNetTime (s)=1.90e+022024.09 | 0 | 0 | 0 | 0 | |
| FlexTENetTime (s)=1.82e+022024.09 | 0 | 0 | 0 | 0 | |
| RNetTime (s)=6.31e+012024.09 | 0 | 0 | 0 | 0.0001 | |
| DragonNetTime (s)=3.83e+012024.09 | 0 | 0 | 0 | 0.0001 | |
| SNetTime (s)=7.60e+012024.09 | 0.0002 | 0 | 0.0001 | 0.0003 | |
| SNet3Time (s)=6.14e+012024.09 | 0.0004 | 0 | 0.0002 | 0.0005 | |
| Propensity StratificationTime (s)=2.90e-032024.09 | 0.0005 | 0.0003 | 0.0005 | 0.0006 | |
| Off-policyTime (s)=1.27e+012024.09 | 0.0005 | 0.0003 | 0.0005 | 0.0007 | |
| Adjusted DirectTime (s)=1.20e+012024.09 | 0.0006 | 0.0002 | 0.0005 | 0.0009 | |
| PWNetTime (s)=1.45e+022024.09 | 0.0006 | 0 | 0.0003 | 0.0008 | |
| Horvitz-ThompsonTime (s)=4.79e-042024.09 | 0.0007 | 0.0001 | 0.0003 | 0.0009 | |
| Regression DiscontinuityTime (s)=1.16e-032024.09 | 0.0023 | 0.0012 | 0.0021 | 0.0033 | |
| TMLETime (s)=2.49e+012024.09 | 0.0025 | 0 | 0 | 0.0002 | |
| Direct DifferenceTime (s)=4.86e-042024.09 | 0.0814 | 0.0339 | 0.0718 | 0.127 |