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Papers Benchmarks Datasets Tasks

Offline Policy Evaluation research benchmarks · SOTA2 Research

Offline Policy Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ToyGraph (test)

0.034MSE

20

Feb 26, 2026

Sepsis-POMDP (test)

0.275MSE

8

Feb 26, 2026

Sepsis-MDP (test)

0.171MSE

8

Feb 26, 2026

D4RL Walker2d medium

149RMSE

7

Feb 26, 2026

D4RL Walker2d medium-replay

138.3RMSE

7

Feb 26, 2026

D4RL HalfCheetah medium

100.5RMSE

7

Feb 26, 2026

D4RL HalfCheetah medium-replay

46RMSE

7

Feb 26, 2026

D4RL Hopper medium

8.5RMSE

7

Feb 26, 2026

D4RL Hopper medium-replay

13RMSE

7

Feb 26, 2026

Popular datasets

D4RL D4RL Halfcheetah D4RL Walker2d D4RL Hopper Sepsis MDP

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