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Benchmarks
Off-Policy Evaluation on MIMIC-III sepsis MNAR 60% (test)
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10,667.9
V_hat(pi)
scope
-424.1576
2,455.5112
5,335.18
8,214.8488
Jun 18, 2026
V_hat(pi)
Bias
Updated 1mo ago
Evaluation Results
Method
Method
Links
V_hat(pi)
Bias
scope
function_approximation...
2026.06
10,667.9
10,665.4
impute
function_approximation...
2026.06
13.17
10.71
naive
function_approximation...
2026.06
7.33
4.87
IPW
function_approximation...
2026.06
7.1
4.64
Prox
function_approximation...
2026.06
3.81
1.35
oracle
function_approximation...
2026.06
2.46
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