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Causal Inference on Synthetic

0.652rPEHE (out)

Oracle

Updated 1mo ago

Evaluation Results

Method	Links
Oracle 2025.09		0.652
Balancing (α = 0.5; MMD) 2025.09		0.658
Balancing (α = 0.5; WM) 2025.09		0.658
Balancing (α = 5.0; MMD) 2025.09		0.658
Balancing (α = 5.0; WM) 2025.09		0.658
OAR Noise reg. (λ̃m; λ = 1.0) 2025.09		0.689
dOAR Dropout (p̃m; p = 0.5) 2025.09		0.691
OAR Dropout (p̃m; p = 0.5) 2025.09		0.713
dOAR Noise reg. (λ̃m; λ = 1.0) 2025.09		0.737
OAR Dropout (p̃m; p = 0.5) 2025.09		0.815
dOAR Dropout (p̃m; p = 0.5) 2025.09		0.828
Trimming (t = 0.05) 2025.09		0.837
Trimming (t = 0.1) 2025.09		0.837
Trimming (t = 0.2) 2025.09		0.837
OAR Noise reg. (λ̃m; λ = 1.0) 2025.09		0.853
dOAR Noise reg. (λ̃m; λ = 1.0) 2025.09		0.856
Balancing (α = 5.0; MMD) 2025.09		0.878
Balancing (α = 0.5; MMD) 2025.09		1.032
Balancing (α = 5.0; WM) 2025.09		1.156
Balancing (α = 0.5; WM) 2025.09		1.222
Trimming (t = 0.05) 2025.09		1.306
Trimming (t = 0.1) 2025.09		1.339
Trimming (t = 0.2) 2025.09		1.353