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ResearchFormerly WizWand

Counterfactual Prediction on Synthetic Dataset (test)

0.161PEHETARNet
0.1318640.3285320.52520.721868Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
TARNetTreatment dimension (dt)=22025.100.161
SICETreatment dimension (dt)=22025.100.1635
CFR-HSICTreatment dimension (dt)=22025.100.1738
DragonNet-GPSTreatment dimension (dt)=22025.100.1774
GRLTreatment dimension (dt)=22025.100.1872
CFR-WassTreatment dimension (dt)=22025.100.1886
SICETreatment dimension (dt)=52025.100.2385
TARNetTreatment dimension (dt)=52025.100.2498
GRLTreatment dimension (dt)=52025.100.2577
DragonNet-GPSTreatment dimension (dt)=52025.100.2682
CFR-WassTreatment dimension (dt)=52025.100.3333
CFR-HSICTreatment dimension (dt)=52025.100.3553
SICETreatment dimension (dt)=122025.100.3769
TARNetTreatment dimension (dt)=122025.100.4112
DragonNet-GPSTreatment dimension (dt)=122025.100.4144
GRLTreatment dimension (dt)=122025.100.4456
SICETreatment dimension (dt)=182025.100.4675
DragonNet-GPSTreatment dimension (dt)=182025.100.4737
TARNetTreatment dimension (dt)=102025.100.4811
GRLTreatment dimension (dt)=182025.100.483
GRLTreatment dimension (dt)=102025.100.4843
TARNetTreatment dimension (dt)=182025.100.4896
CFR-WassTreatment dimension (dt)=122025.100.4946
TARNetTreatment dimension (dt)=142025.100.4983
DragonNet-GPSTreatment dimension (dt)=102025.100.4983
SICETreatment dimension (dt)=142025.100.5042
GRLTreatment dimension (dt)=142025.100.508
DragonNet-GPSTreatment dimension (dt)=142025.100.5178
CFR-WassTreatment dimension (dt)=102025.100.5285
CFR-WassTreatment dimension (dt)=142025.100.5382
SICETreatment dimension (dt)=162025.100.5387
DragonNet-GPSTreatment dimension (dt)=162025.100.5467
SICETreatment dimension (dt)=102025.100.548
CFR-HSICTreatment dimension (dt)=142025.100.5888
TARNetTreatment dimension (dt)=162025.100.5942
CFR-HSICTreatment dimension (dt)=122025.100.6039
GRLTreatment dimension (dt)=162025.100.6132
CFR-HSICTreatment dimension (dt)=102025.100.6717
CFR-HSICTreatment dimension (dt)=182025.100.7399
CFR-WassTreatment dimension (dt)=182025.100.8059
CFR-WassTreatment dimension (dt)=162025.100.8298
CFR-HSICTreatment dimension (dt)=162025.100.8894