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Bias Estimation on JOBS (test)

4.718Estimated alpha (alpha = 1)Baseline (Proxy only)
0.336481.473992.61153.74901Mar 10, 2026

Evaluation results

MethodLinks
Baseline (Proxy only)k-fold=102026.034.7188.38213.382
Baseline (Env only)k-fold=102026.033.5267.0111.979
Proxy-Guided Measurement CalibrationLatent dimension (Z)=5, k-fold=102026.031.6943.8077.58
Proxy-Guided Measurement CalibrationLatent dimension (Z)=20, k-fold=102026.031.5563.2967.647
Proxy-Guided Measurement CalibrationLatent dimension (Z)=10, k-fold=102026.031.5053.5296.518
Proxy-Guided Measurement CalibrationLatent dimension (Z)=15, k-fold=102026.031.4983.5836.773
Baseline (TEDVAE)k-fold=102026.030.5051.3042.275