Counterfactual Prediction on Synthetic Dataset (test)
0.161PEHETARNet
Evaluation Results
| Method | Links | |
|---|---|---|
| TARNetTreatment dimension (dt)=22025.10 | 0.161 | |
| SICETreatment dimension (dt)=22025.10 | 0.1635 | |
| CFR-HSICTreatment dimension (dt)=22025.10 | 0.1738 | |
| DragonNet-GPSTreatment dimension (dt)=22025.10 | 0.1774 | |
| GRLTreatment dimension (dt)=22025.10 | 0.1872 | |
| CFR-WassTreatment dimension (dt)=22025.10 | 0.1886 | |
| SICETreatment dimension (dt)=52025.10 | 0.2385 | |
| TARNetTreatment dimension (dt)=52025.10 | 0.2498 | |
| GRLTreatment dimension (dt)=52025.10 | 0.2577 | |
| DragonNet-GPSTreatment dimension (dt)=52025.10 | 0.2682 | |
| CFR-WassTreatment dimension (dt)=52025.10 | 0.3333 | |
| CFR-HSICTreatment dimension (dt)=52025.10 | 0.3553 | |
| SICETreatment dimension (dt)=122025.10 | 0.3769 | |
| TARNetTreatment dimension (dt)=122025.10 | 0.4112 | |
| DragonNet-GPSTreatment dimension (dt)=122025.10 | 0.4144 | |
| GRLTreatment dimension (dt)=122025.10 | 0.4456 | |
| SICETreatment dimension (dt)=182025.10 | 0.4675 | |
| DragonNet-GPSTreatment dimension (dt)=182025.10 | 0.4737 | |
| TARNetTreatment dimension (dt)=102025.10 | 0.4811 | |
| GRLTreatment dimension (dt)=182025.10 | 0.483 | |
| GRLTreatment dimension (dt)=102025.10 | 0.4843 | |
| TARNetTreatment dimension (dt)=182025.10 | 0.4896 | |
| CFR-WassTreatment dimension (dt)=122025.10 | 0.4946 | |
| TARNetTreatment dimension (dt)=142025.10 | 0.4983 | |
| DragonNet-GPSTreatment dimension (dt)=102025.10 | 0.4983 | |
| SICETreatment dimension (dt)=142025.10 | 0.5042 | |
| GRLTreatment dimension (dt)=142025.10 | 0.508 | |
| DragonNet-GPSTreatment dimension (dt)=142025.10 | 0.5178 | |
| CFR-WassTreatment dimension (dt)=102025.10 | 0.5285 | |
| CFR-WassTreatment dimension (dt)=142025.10 | 0.5382 | |
| SICETreatment dimension (dt)=162025.10 | 0.5387 | |
| DragonNet-GPSTreatment dimension (dt)=162025.10 | 0.5467 | |
| SICETreatment dimension (dt)=102025.10 | 0.548 | |
| CFR-HSICTreatment dimension (dt)=142025.10 | 0.5888 | |
| TARNetTreatment dimension (dt)=162025.10 | 0.5942 | |
| CFR-HSICTreatment dimension (dt)=122025.10 | 0.6039 | |
| GRLTreatment dimension (dt)=162025.10 | 0.6132 | |
| CFR-HSICTreatment dimension (dt)=102025.10 | 0.6717 | |
| CFR-HSICTreatment dimension (dt)=182025.10 | 0.7399 | |
| CFR-WassTreatment dimension (dt)=182025.10 | 0.8059 | |
| CFR-WassTreatment dimension (dt)=162025.10 | 0.8298 | |
| CFR-HSICTreatment dimension (dt)=162025.10 | 0.8894 |