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Papers Benchmarks Datasets Tasks

Binary classification of periodic vs node dynamics research benchmarks · SOTA2 Research

Binary classification of periodic vs node dynamics

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

68Accuracy

5

Mar 10, 2026

88Accuracy

5

Mar 10, 2026

97Accuracy

5

Mar 10, 2026

Liénard Sigmoid

92Accuracy

5

Mar 10, 2026

Liénard Polynomial

96Accuracy

5

Mar 10, 2026

Augmented Simple Oscillators

93Accuracy

5

Mar 10, 2026

SO (Simple Oscillators)

98Accuracy

5

Mar 10, 2026

Popular datasets

Van Der Pol SO (Simple Oscillators)Simple Oscillators Liénard Polynomial Liénard Sigmoid

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