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Benchmarks
Causal Inference on IHDP (d_TV, d_KS)
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0.239
d_TV (Total Variation Distance)
CausalPFN (T = 1.0) Naïve plug-in
0.23136
0.28293
0.3345
0.38607
Mar 12, 2026
d_TV (Total Variation Distance)
d_KS (Kolmogorov-Smirnov Distance)
Updated 1mo ago
Evaluation Results
Method
Method
Links
d_TV (Total Variation Distance)
d_KS (Kolmogorov-Smirnov Distance)
CausalPFN (T = 1.0) Naïve plug-in
mu_a model=CausalPFN (...
2026.03
0.239
0.14
CausalPFN (T = 0.5) Naïve plug-in
mu_a model=CausalPFN (...
2026.03
0.271
0.1
TabPFN+copula (smooth; ρ = 0.25) MP-OSPC
mu_a model=TabPFN+copu...
2026.03
0.271
0.06
TabPFN+copula (smooth; ρ = 0.25) MP-plug-in
mu_a model=TabPFN+copu...
2026.03
0.279
0.08
TabPFN+copula (smooth; ρ = 0.5) MP-plug-in
mu_a model=TabPFN+copu...
2026.03
0.281
0.04
CausalPFN (T = 1.0) MP-OSPC (TabPFN+copula ρ=0.25)
mu_a model=CausalPFN (...
2026.03
0.303
0.13
CausalPFN (T = 1.0) MP-OSPC (TabPFN+copula ρ=0.5)
mu_a model=CausalPFN (...
2026.03
0.311
0.14
TabPFN+copula (smooth; ρ = 0.5) MP-OSPC
mu_a model=TabPFN+copu...
2026.03
0.314
0.07
CausalPFN (T = 1.0) MP-OSPC (TabPFN-only)
mu_a model=CausalPFN (...
2026.03
0.319
0.09
TabPFN-only MP-plug-in
mu_a model=TabPFN-only...
2026.03
0.332
0.08
CausalPFN (T = 0.1) Naïve plug-in
mu_a model=CausalPFN (...
2026.03
0.359
0.06
TabPFN-only MP-OSPC
mu_a model=TabPFN-only...
2026.03
0.43
0.09
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