Counterfactual Prediction on Synthetic Dataset (RMSEy)
0.5375RMSEySICE
Evaluation Results
| Method | Links | |
|---|---|---|
| SICETreatment dimension (dt)=22025.10 | 0.5375 | |
| DragonNet-GPSTreatment dimension (dt)=22025.10 | 0.5565 | |
| GRLTreatment dimension (dt)=22025.10 | 0.5874 | |
| TARNetTreatment dimension (dt)=22025.10 | 0.5901 | |
| CFR-HSICTreatment dimension (dt)=22025.10 | 0.6047 | |
| CFR-WassTreatment dimension (dt)=22025.10 | 0.6064 | |
| DragonNet-GPSTreatment dimension (dt)=52025.10 | 0.6215 | |
| SICETreatment dimension (dt)=52025.10 | 0.6241 | |
| GRLTreatment dimension (dt)=52025.10 | 0.6288 | |
| TARNetTreatment dimension (dt)=52025.10 | 0.6297 | |
| SICETreatment dimension (dt)=122025.10 | 0.6534 | |
| TARNetTreatment dimension (dt)=142025.10 | 0.6635 | |
| GRLTreatment dimension (dt)=142025.10 | 0.6698 | |
| SICETreatment dimension (dt)=142025.10 | 0.6855 | |
| DragonNet-GPSTreatment dimension (dt)=122025.10 | 0.6886 | |
| CFR-WassTreatment dimension (dt)=142025.10 | 0.6916 | |
| DragonNet-GPSTreatment dimension (dt)=142025.10 | 0.6957 | |
| GRLTreatment dimension (dt)=122025.10 | 0.6978 | |
| TARNetTreatment dimension (dt)=122025.10 | 0.6994 | |
| CFR-HSICTreatment dimension (dt)=52025.10 | 0.6999 | |
| CFR-WassTreatment dimension (dt)=52025.10 | 0.7119 | |
| SICETreatment dimension (dt)=182025.10 | 0.7361 | |
| GRLTreatment dimension (dt)=182025.10 | 0.7396 | |
| CFR-HSICTreatment dimension (dt)=142025.10 | 0.7452 | |
| DragonNet-GPSTreatment dimension (dt)=182025.10 | 0.7617 | |
| CFR-WassTreatment dimension (dt)=122025.10 | 0.763 | |
| TARNetTreatment dimension (dt)=182025.10 | 0.7682 | |
| GRLTreatment dimension (dt)=102025.10 | 0.7895 | |
| SICETreatment dimension (dt)=162025.10 | 0.8022 | |
| DragonNet-GPSTreatment dimension (dt)=162025.10 | 0.8037 | |
| TARNetTreatment dimension (dt)=162025.10 | 0.8196 | |
| SICETreatment dimension (dt)=102025.10 | 0.8261 | |
| CFR-HSICTreatment dimension (dt)=122025.10 | 0.8373 | |
| DragonNet-GPSTreatment dimension (dt)=102025.10 | 0.8658 | |
| TARNetTreatment dimension (dt)=102025.10 | 0.8818 | |
| CFR-HSICTreatment dimension (dt)=182025.10 | 0.8906 | |
| CFR-WassTreatment dimension (dt)=102025.10 | 0.9097 | |
| GRLTreatment dimension (dt)=162025.10 | 0.9102 | |
| CFR-HSICTreatment dimension (dt)=102025.10 | 0.9412 | |
| CFR-WassTreatment dimension (dt)=182025.10 | 0.9585 | |
| CFR-HSICTreatment dimension (dt)=162025.10 | 0.9896 | |
| CFR-WassTreatment dimension (dt)=162025.10 | 1.0837 |