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Benchmarks
Value Estimation on ICU-Sepsis
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-0.759
Bias
DualDICE
-0.79072
-0.57661
-0.3625
-0.14839
May 28, 2026
Bias
Std Dev
RMSE
Updated 5d ago
Evaluation Results
Method
Method
Links
Bias
Std Dev
RMSE
DualDICE
Estimator=DualDICE
2026.05
-0.759
0.007
0.759
GenDICE†
Estimator=GenDICE†
2026.05
-0.579
0.43
0.721
FQE
Estimator=FQE
2026.05
-0.322
0.0178
0.323
DR
Estimator=DR
2026.05
-0.286
0.203
0.351
FF-OIS
Estimator=FF-OIS
2026.05
-0.005
0.0488
0.0491
FF-WIS
Estimator=FF-WIS
2026.05
0.004
0.0262
0.0265
OIS
Estimator=OIS
2026.05
0.032
0.41
0.412
WIS
Estimator=WIS
2026.05
0.034
0.0409
0.0532
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