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Benchmarks
Off-Policy Evaluation on MIMIC-III sepsis MNAR 80% (test)
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20.02
V_hat(pi)
impute
-7,381.2648
-5,459.7774
-3,538.29
-1,616.8026
Jun 18, 2026
V_hat(pi)
Bias
Updated 1mo ago
Evaluation Results
Method
Method
Links
V_hat(pi)
Bias
impute
function_approximation...
2026.06
20.02
17.7
IPW
function_approximation...
2026.06
11.91
9.59
naive
function_approximation...
2026.06
11.76
9.44
Prox
function_approximation...
2026.06
4.98
2.66
oracle
function_approximation...
2026.06
2.32
-
scope
function_approximation...
2026.06
-7,096.6
7,099
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