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ResearchFormerly WizWand

Minimax Optimization

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Unconstrained finite-sum minimax problems Convex-Concave

1Lower Bound

5

Feb 26, 2026

General Smooth Functions Asynchronous Distributed (theoretical analysis)

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—Primary metric

0

Feb 26, 2026

General Smooth Functions Synchronous Distributed

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0

Feb 26, 2026

General Smooth Functions Centralized

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0

Feb 26, 2026

Unconstrained finite-sum minimax problems Strongly-Convex-Strongly-Concave

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0

Feb 26, 2026

Smooth convex-concave minimax setting Inexact Gradient

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0

Feb 26, 2026

Smooth convex-concave minimax setting Inexact Initialization

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0

Feb 26, 2026

Finite-sum minimax optimization one-sided PL condition

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0

Feb 26, 2026

Minimax Optimization under two-sided PL condition

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—Primary metric

0

Feb 26, 2026