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Mean Estimation research benchmarks · SOTA2 Research

Mean Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CivilComments-WILDS (test)

1,313Required Labeled Samples

14

Jun 23, 2026

PPE Correctness

0.26MSE / PPI

10

Apr 24, 2026

Informative Labeling Simulation Estimated Inclusion Probabilities (200 replicates)

0.543Estimate

5

Mar 25, 2026

Univariate Mean Estimation nK samples across K sites

1Minimax Rate

4

Apr 7, 2026

inventory management dataset

100Coverage

2

Feb 26, 2026

Popular datasets

CivilComments-WILDS PPE Correctness inventory management dataset Informative Labeling Simulation Univariate Mean Estimation

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