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Papers Benchmarks Datasets Tasks

Federated Optimization research benchmarks · SOTA2 Research

Federated Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Strongly convex setting

1Communication Complexity Bound

7

Apr 3, 2026

Non-convex setting

2Communication Complexity

6

Mar 6, 2026

Federated Optimization (FO)

—

—Primary metric

0

Feb 26, 2026

Smooth non-convex objectives

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Smooth non-convex objectives Federated Optimization (FO)Strongly convex setting Non-convex setting

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