Treatment Effect Estimation on NEWS semi-synthetic (test)
0MSEDoubly Robust
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Doubly RobustTime (s)=20.42024.09 | 0 | 0 | 0 | 0 | |
| Double-DoubleTime (s)=25.42024.09 | 0 | 0 | 0 | 0 | |
| XNetTime (s)=2412024.09 | 0 | 0 | 0 | 0 | |
| Direct PredictionTime (s)=12.42024.09 | 0 | 0 | 0 | 0 | |
| RANetTime (s)=1912024.09 | 0 | 0 | 0 | 0 | |
| TNetTime (s)=1262024.09 | 0 | 0 | 0 | 0 | |
| OffsetNetTime (s)=1332024.09 | 0 | 0 | 0 | 0 | |
| TARNetTime (s)=90.12024.09 | 0 | 0 | 0 | 0 | |
| DRNetTime (s)=1902024.09 | 0 | 0 | 0 | 0 | |
| FlexTENetTime (s)=1822024.09 | 0 | 0 | 0 | 0 | |
| RNetTime (s)=63.12024.09 | 0 | 0 | 0 | 0.0001 | |
| DragonNetTime (s)=38.32024.09 | 0 | 0 | 0 | 0.0001 | |
| SNetTime (s)=762024.09 | 0.0002 | 0 | 0.0001 | 0.0003 | |
| SNet3Time (s)=61.42024.09 | 0.0004 | 0 | 0.0002 | 0.0005 | |
| Propensity StratificationTime (s)=0.00292024.09 | 0.0005 | 0.0003 | 0.0005 | 0.0006 | |
| Off-policyTime (s)=12.72024.09 | 0.0005 | 0.0003 | 0.0005 | 0.0007 | |
| Adjusted DirectTime (s)=122024.09 | 0.0006 | 0.0002 | 0.0005 | 0.0009 | |
| PWNetTime (s)=1452024.09 | 0.0006 | 0 | 0.0003 | 0.0008 | |
| Horvitz-ThompsonTime (s)=0.0004792024.09 | 0.0007 | 0.0001 | 0.0003 | 0.0009 | |
| Regression DiscontinuityTime (s)=0.001162024.09 | 0.0023 | 0.0012 | 0.0021 | 0.0033 | |
| TMLETime (s)=24.92024.09 | 0.0025 | 0 | 0 | 0.0002 | |
| Direct DifferenceTime (s)=0.0004862024.09 | 0.0814 | 0.0339 | 0.0718 | 0.127 |