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Causal Effect Estimation on IHDP 1000 realizations from NPCI package (train val)
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0.14
MAE
Dragonnet
0.1284
0.2067
0.285
0.3633
Jun 5, 2019
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
Dragonnet
2019.06
0.14
Dragonnet + t-reg
targeted_regularizatio...
2019.06
0.14
baseline + t-reg
targeted_regularizatio...
2019.06
0.15
baseline (TARNET)
implementation=this paper
2019.06
0.16
CFR Wass
reported_from=previous...
2019.06
0.25
TARNET
reported_from=previous...
2019.06
0.26
CEVAEs
reported_from=previous...
2019.06
0.34
BNN
reported_from=previous...
2019.06
0.37
GANITE
reported_from=previous...
2019.06
0.43
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