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Lipschitz Constant Estimation research benchmarks · SOTA2 Research

Lipschitz Constant Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Large-scale Neural Networks

0.076Computation Time (seconds)

111

Apr 9, 2026

Randomly generated neural networks small synthetic

564,727.209Lipschitz Constant Estimate

97

Apr 9, 2026

Small MLP networks (test)

0.02Computation Time (s)

87

Apr 9, 2026

Large-scale Feedforward Neural Networks Evaluation on random weights

0.239Lipschitz Constant Estimate

80

Apr 9, 2026

California housing

1Lipschitz Constant

27

May 28, 2026

Lipschitz Model

4.67Lipschitz Constant Upper Bound

4

Feb 26, 2026

Popular datasets

MNIST California Housing Randomly generated neural networks Large-scale Feedforward Neural Networks Large-scale Neural Networks

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