Bias Estimation on OHIE (test)
0.225Estimated Alpha (alpha=1)Baseline (TEDVAE)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline (TEDVAE)k-fold=102026.03 | 0.225 | 0.279 | 0.769 | |
| Proxy-Guided Measurement CalibrationLatent dimension (Z)=15, k-fold=102026.03 | 1.69 | 4.311 | 7.594 | |
| Proxy-Guided Measurement CalibrationLatent dimension (Z)=5, k-fold=102026.03 | 1.807 | 4.415 | 7.7 | |
| Proxy-Guided Measurement CalibrationLatent dimension (Z)=20, k-fold=102026.03 | 1.863 | 4.294 | 7.832 | |
| Proxy-Guided Measurement CalibrationLatent dimension (Z)=10, k-fold=102026.03 | 1.941 | 4.32 | 7.548 | |
| Baseline (Env only)k-fold=102026.03 | 15.204 | 15.2 | 16.114 | |
| Baseline (Proxy only)k-fold=102026.03 | 22.418 | 24.073 | 27.973 |