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ResearchFormerly WizWand

Counterfactual Prediction on Synthetic Dataset (RMSEy)

0.5375RMSEySICE
0.5156520.6631260.81060.958074Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SICETreatment dimension (dt)=22025.100.5375
DragonNet-GPSTreatment dimension (dt)=22025.100.5565
GRLTreatment dimension (dt)=22025.100.5874
TARNetTreatment dimension (dt)=22025.100.5901
CFR-HSICTreatment dimension (dt)=22025.100.6047
CFR-WassTreatment dimension (dt)=22025.100.6064
DragonNet-GPSTreatment dimension (dt)=52025.100.6215
SICETreatment dimension (dt)=52025.100.6241
GRLTreatment dimension (dt)=52025.100.6288
TARNetTreatment dimension (dt)=52025.100.6297
SICETreatment dimension (dt)=122025.100.6534
TARNetTreatment dimension (dt)=142025.100.6635
GRLTreatment dimension (dt)=142025.100.6698
SICETreatment dimension (dt)=142025.100.6855
DragonNet-GPSTreatment dimension (dt)=122025.100.6886
CFR-WassTreatment dimension (dt)=142025.100.6916
DragonNet-GPSTreatment dimension (dt)=142025.100.6957
GRLTreatment dimension (dt)=122025.100.6978
TARNetTreatment dimension (dt)=122025.100.6994
CFR-HSICTreatment dimension (dt)=52025.100.6999
CFR-WassTreatment dimension (dt)=52025.100.7119
SICETreatment dimension (dt)=182025.100.7361
GRLTreatment dimension (dt)=182025.100.7396
CFR-HSICTreatment dimension (dt)=142025.100.7452
DragonNet-GPSTreatment dimension (dt)=182025.100.7617
CFR-WassTreatment dimension (dt)=122025.100.763
TARNetTreatment dimension (dt)=182025.100.7682
GRLTreatment dimension (dt)=102025.100.7895
SICETreatment dimension (dt)=162025.100.8022
DragonNet-GPSTreatment dimension (dt)=162025.100.8037
TARNetTreatment dimension (dt)=162025.100.8196
SICETreatment dimension (dt)=102025.100.8261
CFR-HSICTreatment dimension (dt)=122025.100.8373
DragonNet-GPSTreatment dimension (dt)=102025.100.8658
TARNetTreatment dimension (dt)=102025.100.8818
CFR-HSICTreatment dimension (dt)=182025.100.8906
CFR-WassTreatment dimension (dt)=102025.100.9097
GRLTreatment dimension (dt)=162025.100.9102
CFR-HSICTreatment dimension (dt)=102025.100.9412
CFR-WassTreatment dimension (dt)=182025.100.9585
CFR-HSICTreatment dimension (dt)=162025.100.9896
CFR-WassTreatment dimension (dt)=162025.101.0837