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Bilevel optimization research benchmarks – Page 2 · SOTA2 Research

Bilevel optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90,574Best LL FEs

1

Feb 26, 2026

96,993Best LL FE

1

Feb 26, 2026

58,604Best LL Function Evaluations

1

Feb 26, 2026

107,516Best LL Function Evaluations

1

Feb 26, 2026

67,589Best LL Function Evaluations

1

Feb 26, 2026

General Bilevel Optimization (Theoretical Analysis)

—

—Primary metric

0

Feb 26, 2026

Bilevel Optimization

—

—Primary metric

0

Feb 26, 2026

Simple Bilevel Optimization Problems Theoretical

—

—Primary metric

0

Feb 26, 2026

Bilevel Optimization Problems with Coupled Constraints

—

—Primary metric

0

Feb 26, 2026

Deterministic nonconvex-strongly-convex Problem

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

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