Treatment Effect Estimation on ACIC semi-synthetic 2017
0Mean TEE ErrorDoubly Robust
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Doubly RobustTime (s)=19.52024.09 | 0 | 0 | 0 | 0 | |
| Double-DoubleTime (s)=39.62024.09 | 0.0001 | 0 | 0 | 0.0001 | |
| TARNetTime (s)=1022024.09 | 0.0002 | 0 | 0.0001 | 0.0003 | |
| FlexTENetTime (s)=1482024.09 | 0.0005 | 0.0001 | 0.0002 | 0.0004 | |
| OffsetNetTime (s)=1322024.09 | 0.0009 | 0.0006 | 0.0008 | 0.0011 | |
| XNetTime (s)=2242024.09 | 0.0009 | 0.0001 | 0.0002 | 0.0012 | |
| TNetTime (s)=1142024.09 | 0.0014 | 0 | 0.0001 | 0.0005 | |
| RANetTime (s)=1842024.09 | 0.0014 | 0 | 0.0001 | 0.0004 | |
| Propensity StratificationTime (s)=0.002792024.09 | 0.0016 | 0.0012 | 0.0016 | 0.002 | |
| Regression DiscontinuityTime (s)=0.001012024.09 | 0.0028 | 0.0017 | 0.0023 | 0.0036 | |
| Direct PredictionTime (s)=12.82024.09 | 0.0042 | 0.0007 | 0.0027 | 0.0065 | |
| Off-policyTime (s)=202024.09 | 0.0048 | 0.0025 | 0.0038 | 0.0065 | |
| RNetTime (s)=58.62024.09 | 0.005 | 0.0044 | 0.0048 | 0.0056 | |
| Adjusted DirectTime (s)=112024.09 | 0.0057 | 0.0051 | 0.0057 | 0.0064 | |
| Horvitz-ThompsonTime (s)=0.000472024.09 | 0.006 | 0.0009 | 0.0031 | 0.0077 | |
| DragonNetTime (s)=4.352024.09 | 0.0217 | 0.0102 | 0.0177 | 0.0294 | |
| SNet3Time (s)=13.52024.09 | 0.0335 | 0.0053 | 0.0157 | 0.0548 | |
| SNetTime (s)=20.22024.09 | 0.0479 | 0.0112 | 0.0388 | 0.0713 | |
| TMLETime (s)=23.32024.09 | 0.347 | 0.0086 | 0.0363 | 0.174 | |
| Direct DifferenceTime (s)=0.0004912024.09 | 0.418 | 0.364 | 0.41 | 0.461 | |
| PWNetTime (s)=1192024.09 | 22.8 | 0.0109 | 0.284 | 1.81 | |
| DRNetTime (s)=1202024.09 | 180 | 0.0006 | 0.0018 | 0.0087 |