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ResearchFormerly WizWand

Individual Treatment Effect Estimation on Online Gaming Product Dataset (out-of-sample)

7.69Epsilon PEHEPIPCFR (MMD)
6.184416.347226.5136.6728Dec 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PIPCFR (MMD)Learner Category=Ours2025.127.69
PIPCFR (WASS)Learner Category=Ours2025.127.69
CFRNet(MMD)Learner Category=Rep. Learners2025.127.81
CFRNet(WASS)Learner Category=Rep. Learners2025.127.84
TARNetLearner Category=Rep. Learners2025.127.85
DragonnetLearner Category=PS. Learner2025.127.95
Causal ForestLearner Category=Tree Learners2025.128.12
PerfectMatchLearner Category=Matching2025.128.27
PerfectMatch+SLearner Category=Matching2025.128.27
XLearnerLearner Category=Meta Learners2025.129.22
DRCFRLearner Category=Rep. Learners2025.129.49
ESCFRLearner Category=Rep. Learners2025.129.84
PairNet+SLearner Category=Matching2025.1211.5
PairNetLearner Category=Matching2025.1211.7
RLearnerLearner Category=Meta Learners2025.1211.78
DRLearnerLearner Category=Meta Learners2025.1245.33