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Benchmarks
Individual Treatment Effect (ITE) Estimation on Synthetic
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2.88
PEHE
PIPCFR (WASS)
2.2056
6.7578
11.31
15.8622
Dec 21, 2025
PEHE
Updated 4d ago
Evaluation Results
Method
Method
Links
PEHE
PIPCFR (WASS)
Method Category=Ours,...
2025.12
2.88
PIPCFR (MMD)
Method Category=Ours,...
2025.12
3.09
PairNet+S
Method Category=Matchi...
2025.12
3.52
ESCFR
Method Category=Rep. L...
2025.12
3.93
XLearner
Method Category=Meta L...
2025.12
3.97
PairNet
Method Category=Matching
2025.12
4.2
Causal Forest
Method Category=Tree L...
2025.12
4.67
PerfectMatch
Method Category=Matching
2025.12
4.86
CFRNet(WASS)
Method Category=Rep. L...
2025.12
4.96
DragonNet
Method Category=PS. Le...
2025.12
5.04
CFRNet(MMD)
Method Category=Rep. L...
2025.12
6.42
TARNet
Method Category=Rep. L...
2025.12
6.67
PerfectMatch+S
Method Category=Matchi...
2025.12
6.68
DRLearner
Method Category=Meta L...
2025.12
6.78
DRCFR
Method Category=Rep. L...
2025.12
7.8
RLearner
Method Category=Meta L...
2025.12
19.74
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