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Misclassification Risk Estimation research benchmarks · SOTA2 Research

Misclassification Risk Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Discrete Point Mass Example 2

0τ-Expectile Risk (e0.99)

4

Jun 15, 2026

Gaussian Mixture Example 1

0.38Expectile Misclassification Risk (τ=0.99)

4

Jun 15, 2026

Popular datasets

Gaussian mixture Discrete Point Mass

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