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Bias Estimation on OHIE (test)
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0.225
Estimated Alpha (alpha=1)
Baseline (TEDVAE)
-0.66272
5.32939
11.3215
17.31361
Mar 10, 2026
Estimated Alpha (alpha=1)
Estimated Alpha (alpha=5)
Estimated Alpha (alpha=10)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Estimated Alpha (alpha=1)
Estimated Alpha (alpha=5)
Estimated Alpha (alpha=10)
Baseline (TEDVAE)
k-fold=10
2026.03
0.225
0.279
0.769
Proxy-Guided Measurement Calibration
Latent dimension (Z)=1...
2026.03
1.69
4.311
7.594
Proxy-Guided Measurement Calibration
Latent dimension (Z)=5...
2026.03
1.807
4.415
7.7
Proxy-Guided Measurement Calibration
Latent dimension (Z)=2...
2026.03
1.863
4.294
7.832
Proxy-Guided Measurement Calibration
Latent dimension (Z)=1...
2026.03
1.941
4.32
7.548
Baseline (Env only)
k-fold=10
2026.03
15.204
15.2
16.114
Baseline (Proxy only)
k-fold=10
2026.03
22.418
24.073
27.973
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