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Benchmarks
Off-Policy Evaluation on MIMIC-III sepsis MNAR 40% (test)
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9.55
V_hat(pi)
impute
-4,253.15
-3,146.4875
-2,039.825
-933.1625
Jun 18, 2026
V_hat(pi)
Bias
Updated 1mo ago
Evaluation Results
Method
Method
Links
V_hat(pi)
Bias
impute
function_approximation...
2026.06
9.55
6.74
naive
function_approximation...
2026.06
5.81
3
IPW
function_approximation...
2026.06
5.58
2.77
Prox
function_approximation...
2026.06
3.39
0.58
oracle
function_approximation...
2026.06
2.81
-
scope
function_approximation...
2026.06
-4,089.2
4,092
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