CATE recovery on CATE Recovery push -> visit (test)
0.625Spearman CorrelationBelief Adapter
Evaluation Results
| Method | Links | |
|---|---|---|
| Belief AdapterParam=γ (target)2026.05 | 0.625 | |
| S-learnerParam=γ (target)2026.05 | 0.579 | |
| T-learnerParam=γ (target)2026.05 | 0.558 | |
| T-learnerParam=β (confound)2026.05 | 0.441 | |
| Belief AdapterParam=β (confound)2026.05 | 0.377 | |
| Causal ForestParam=γ (target)2026.05 | 0.35 | |
| X-learnerParam=γ (target)2026.05 | 0.318 | |
| T-learnerParam=α (irrelevant)2026.05 | 0.284 | |
| S-learnerParam=β (confound)2026.05 | 0.204 | |
| DR-learnerParam=γ (target)2026.05 | 0.194 | |
| Belief AdapterParam=α (irrelevant)2026.05 | 0.148 | |
| DR-learnerParam=β (confound)2026.05 | 0.079 | |
| Causal ForestParam=α (irrelevant)2026.05 | 0.071 | |
| X-learnerParam=β (confound)2026.05 | 0.067 | |
| Causal ForestParam=β (confound)2026.05 | 0.063 | |
| X-learnerParam=α (irrelevant)2026.05 | 0.043 | |
| DR-learnerParam=α (irrelevant)2026.05 | 0.008 | |
| S-learnerParam=α (irrelevant)2026.05 | 0.004 |