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Dynamical Identification research benchmarks · SOTA2 Research

Dynamical Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Duffing Numerical

99AUC

7

May 19, 2026

Pendulum Numerical

99AUC

7

May 19, 2026

Teacher (CL+NODE)

92AUC

6

May 19, 2026

CL+pHNN (One-stage)

0.96AUC

6

May 19, 2026

Popular datasets

Pendulum Duffing Pendulum Video Duffing Video

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