Treatment Effect Estimation on JOBS semi-synthetic (test)
0MSEDoubly Robust
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Doubly RobustTime (s)=2.922024.09 | 0 | 0 | 0 | 0 | |
| Double-DoubleTime (s)=3.562024.09 | 0.0001 | 0 | 0 | 0.0001 | |
| OffsetNetTime (s)=62.32024.09 | 0.0003 | 0 | 0.0002 | 0.0004 | |
| RNetTime (s)=27.32024.09 | 0.0006 | 0.0003 | 0.0005 | 0.0007 | |
| XNetTime (s)=1012024.09 | 0.0006 | 0 | 0.0001 | 0.0003 | |
| Propensity StratificationTime (s)=0.001882024.09 | 0.001 | 0.0004 | 0.0006 | 0.0011 | |
| Off-policyTime (s)=1.842024.09 | 0.0012 | 0.0004 | 0.0007 | 0.001 | |
| Direct PredictionTime (s)=1.82024.09 | 0.0016 | 0.0001 | 0.0004 | 0.0015 | |
| TARNetTime (s)=48.42024.09 | 0.0021 | 0.0001 | 0.0004 | 0.0016 | |
| Adjusted DirectTime (s)=1.592024.09 | 0.0022 | 0.0012 | 0.0019 | 0.0026 | |
| FlexTENetTime (s)=83.52024.09 | 0.0023 | 0.0001 | 0.0003 | 0.0016 | |
| DRNetTime (s)=56.42024.09 | 0.0029 | 0.0001 | 0.0005 | 0.0024 | |
| TNetTime (s)=46.32024.09 | 0.0032 | 0.0002 | 0.0008 | 0.0029 | |
| RANetTime (s)=80.92024.09 | 0.0033 | 0.0002 | 0.0009 | 0.003 | |
| Regression DiscontinuityTime (s)=0.0008392024.09 | 0.0033 | 0.0015 | 0.0026 | 0.0043 | |
| TMLETime (s)=3.42024.09 | 0.0034 | 0.0001 | 0.0007 | 0.0035 | |
| SNetTime (s)=29.62024.09 | 0.0049 | 0.0004 | 0.0018 | 0.005 | |
| SNet3Time (s)=21.42024.09 | 0.005 | 0.0005 | 0.0019 | 0.0053 | |
| Horvitz-ThompsonTime (s)=0.0003812024.09 | 0.0059 | 0.0003 | 0.0017 | 0.0079 | |
| DragonNetTime (s)=2.552024.09 | 0.0078 | 0.0005 | 0.0024 | 0.0079 | |
| PWNetTime (s)=49.32024.09 | 0.0081 | 0.0009 | 0.0036 | 0.0098 | |
| Direct DifferenceTime (s)=0.0004142024.09 | 0.184 | 0.111 | 0.17 | 0.226 |