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Benchmarks
Individual Treatment Effect (ITE) Estimation on Synthetic (out)
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3.06
PEHE
PIPCFR (WASS)
2.4028
6.8389
11.275
15.7111
Dec 21, 2025
PEHE
Updated 4d ago
Evaluation Results
Method
Method
Links
PEHE
PIPCFR (WASS)
Method Category=Ours,...
2025.12
3.06
PIPCFR (MMD)
Method Category=Ours,...
2025.12
3.26
PairNet+S
Method Category=Matchi...
2025.12
3.62
XLearner
Method Category=Meta L...
2025.12
4.09
ESCFR
Method Category=Rep. L...
2025.12
4.09
PairNet
Method Category=Matching
2025.12
4.29
Causal Forest
Method Category=Tree L...
2025.12
4.73
CFRNet(WASS)
Method Category=Rep. L...
2025.12
5.03
PerfectMatch
Method Category=Matching
2025.12
5.04
DragonNet
Method Category=PS. Le...
2025.12
5.1
CFRNet(MMD)
Method Category=Rep. L...
2025.12
6.56
TARNet
Method Category=Rep. L...
2025.12
6.6
PerfectMatch+S
Method Category=Matchi...
2025.12
6.86
DRLearner
Method Category=Meta L...
2025.12
6.93
DRCFR
Method Category=Rep. L...
2025.12
7.97
RLearner
Method Category=Meta L...
2025.12
19.49
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