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Zeroth-order optimization research benchmarks · SOTA2 Research

Zeroth-order optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Theoretical Objective Functions

1Iteration Complexity

8

May 27, 2026

Smooth non-convex functions

Ghadimi and Lan

-1Convergence Rate (CN)

7

May 12, 2026

Popular datasets

Smooth non-convex functions Theoretical Objective Functions

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