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Benchmarks
Causal Effect Estimation on IHDP 1000 realizations from NPCI package (heldout)
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0.2
MAE
baseline + t-reg
0.1884
0.2667
0.345
0.4233
Jun 5, 2019
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
baseline + t-reg
targeted_regularizatio...
2019.06
0.2
Dragonnet + t-reg
targeted_regularizatio...
2019.06
0.2
baseline (TARNET)
implementation=this paper
2019.06
0.21
Dragonnet
2019.06
0.21
CFR Wass
reported_from=previous...
2019.06
0.27
TARNET
reported_from=previous...
2019.06
0.28
BNN
reported_from=previous...
2019.06
0.42
CEVAEs
reported_from=previous...
2019.06
0.46
GANITE
reported_from=previous...
2019.06
0.49
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