Causal Effect Estimation on Simulation Environment Known Ground-Truth
0.051Average Absolute BiasDML (DICE)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DML (DICE)Features=DICE-debiased ResNet2026.03 | 0.051 | 0.052 | 73 | |
| Naive OLS2026.03 | 0.067 | 0.168 | — | |
| DML (Original)Features=Original ResNet2026.03 | 0.115 | 0.317 | — |