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ResearchFormerly WizWand

Counterfactual Prediction (ATE Error) on Synthetic Dataset

0.0001ATE ErrorSICE
-0.001520.0094150.020350.031285Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SICETreatment dimensions (dt)=102025.100.0001
DragonNet-GPSTreatment dimensions (dt)=122025.100.0001
SICETreatment dimensions (dt)=142025.100.0005
SICETreatment dimensions (dt)=22025.100.0006
TARNetTreatment dimensions (dt)=122025.100.0006
CFR-WassTreatment dimensions (dt)=52025.100.0008
SICETreatment dimensions (dt)=162025.100.0012
GRLTreatment dimensions (dt)=102025.100.0013
SICETreatment dimensions (dt)=52025.100.0019
TARNetTreatment dimensions (dt)=52025.100.0022
CFR-WassTreatment dimensions (dt)=142025.100.0029
GRLTreatment dimensions (dt)=52025.100.0043
TARNetTreatment dimensions (dt)=22025.100.0054
CFR-HSICTreatment dimensions (dt)=22025.100.0054
CFR-HSICTreatment dimensions (dt)=102025.100.0068
SICETreatment dimensions (dt)=182025.100.0069
DragonNet-GPSTreatment dimensions (dt)=52025.100.0076
CFR-WassTreatment dimensions (dt)=122025.100.008
CFR-HSICTreatment dimensions (dt)=52025.100.0081
CFR-WassTreatment dimensions (dt)=22025.100.0086
CFR-WassTreatment dimensions (dt)=162025.100.0088
TARNetTreatment dimensions (dt)=102025.100.0089
DragonNet-GPSTreatment dimensions (dt)=22025.100.0099
GRLTreatment dimensions (dt)=22025.100.0099
GRLTreatment dimensions (dt)=142025.100.0116
DragonNet-GPSTreatment dimensions (dt)=142025.100.0128
CFR-HSICTreatment dimensions (dt)=162025.100.0131
GRLTreatment dimensions (dt)=182025.100.0131
TARNetTreatment dimensions (dt)=142025.100.0133
CFR-HSICTreatment dimensions (dt)=122025.100.0133
SICETreatment dimensions (dt)=122025.100.0141
GRLTreatment dimensions (dt)=162025.100.0149
GRLTreatment dimensions (dt)=122025.100.0169
DragonNet-GPSTreatment dimensions (dt)=182025.100.0179
CFR-WassTreatment dimensions (dt)=182025.100.0187
DragonNet-GPSTreatment dimensions (dt)=102025.100.0196
TARNetTreatment dimensions (dt)=162025.100.021
CFR-HSICTreatment dimensions (dt)=182025.100.0211
CFR-WassTreatment dimensions (dt)=102025.100.0213
DragonNet-GPSTreatment dimensions (dt)=162025.100.0219
CFR-HSICTreatment dimensions (dt)=142025.100.0326
TARNetTreatment dimensions (dt)=182025.100.0406