Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Minimax Optimization research benchmarks · SOTA2 Research

Minimax Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Unconstrained finite-sum minimax problems Convex-Concave

1Lower Bound

5

Feb 26, 2026

General Smooth Functions Asynchronous Distributed (theoretical analysis)

—

—Primary metric

0

Feb 26, 2026

General Smooth Functions Synchronous Distributed

—

—Primary metric

0

Feb 26, 2026

General Smooth Functions Centralized

—

—Primary metric

0

Feb 26, 2026

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

—

—Primary metric

0

Feb 26, 2026

Smooth convex-concave minimax setting Inexact Gradient

—

—Primary metric

0

Feb 26, 2026

Smooth convex-concave minimax setting Inexact Initialization

—

—Primary metric

0

Feb 26, 2026

Finite-sum minimax optimization one-sided PL condition

—

—Primary metric

0

Feb 26, 2026

Minimax Optimization under two-sided PL condition

—

—Primary metric

0

Feb 26, 2026

Popular datasets

General Smooth Functions Smooth convex-concave minimax setting Unconstrained finite-sum minimax problems Minimax Optimization under two-sided PL condition Minimax Optimization

Follow for updates

Join SOTA2 Contact