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Benchmarks
Off-Policy Evaluation on MIMIC-III sepsis 40% MNAR 20% (test)
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10,408.2
V_hat(pi)
scope
-413.2704
2,396.1498
5,205.57
8,014.9902
Jun 18, 2026
V_hat(pi)
Bias
Updated 1mo ago
Evaluation Results
Method
Method
Links
V_hat(pi)
Bias
scope
function_approximation...
2026.06
10,408.2
10,405.3
impute
function_approximation...
2026.06
6.22
3.27
naive
function_approximation...
2026.06
4.54
1.59
IPW
function_approximation...
2026.06
4.15
1.2
Prox
function_approximation...
2026.06
2.99
0.05
oracle
function_approximation...
2026.06
2.94
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