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Benchmarks
CATE Estimator Selection on ACIC Setting B, xi=0 2016
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1.99
PEHE
Plug-S
-43.3704
262.8123
568.995
875.1777
Feb 28, 2024
PEHE
Updated 4mo ago
Evaluation Results
Method
Method
Links
PEHE
Plug-S
Base models=LR, SVM, R...
2024.02
1.99
Plug-PS
Base models=LR, SVM, R...
2024.02
1.99
DRM
Base models=LR, SVM, R...
2024.02
2.14
Plug-R
Base models=LR, SVM, R...
2024.02
2.19
Plug-U
Base models=LR, SVM, R...
2024.02
2.28
Plug-DR
Base models=LR, SVM, R...
2024.02
5.98
Plug-IPW
Base models=LR, SVM, R...
2024.02
6.19
Pseudo-R
Base models=LR, SVM, R...
2024.02
6.49
Plug-X
Base models=LR, SVM, R...
2024.02
6.52
Plug-RA
Base models=LR, SVM, R...
2024.02
8.37
Plug-T
Base models=LR, SVM, R...
2024.02
12.25
Matching
Base models=LR, SVM, R...
2024.02
15.1
Fact
Base models=LR, SVM, R...
2024.02
16.09
Pseudo-DR
Base models=LR, SVM, R...
2024.02
16.51
Pseudo-IF
Base models=LR, SVM, R...
2024.02
28.49
Random
Base models=LR, SVM, R...
2024.02
1,136
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