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Finding epsilon-stationary points research benchmarks · SOTA2 Research

Finding epsilon-stationary points

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

smoothness p>=3

-8Oracle Complexity (vs Epsilon)

3

Jun 5, 2026

p=2 smoothness Hessian-Lipschitz

-12Oracle Complexity (Epsilon Dependence)

3

Jun 5, 2026

p=1 smoothness Lipschitz gradient

gradient descent

-2Oracle Complexity

2

Jun 5, 2026

Popular datasets

p=1 smoothness p=2 smoothness smoothness

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