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Papers Benchmarks Datasets Tasks

Dynamical system prediction research benchmarks · SOTA2 Research

Dynamical system prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0MSE

24

Jun 24, 2026

0MSE

24

Jun 24, 2026

Duffing Oscillator

AFT+Re-encoding Dynamic

0.011MSE

24

Jun 24, 2026

AFT with Re-encoding

0.001MSE

4

Jun 24, 2026

AFT with Re-encoding

0.003MSE

4

Jun 24, 2026

Goodwin Oscillator 500 steps

0.001MSE

4

Jun 24, 2026

Goodwin Oscillator 200 steps

0MSE

4

Jun 24, 2026

Parabolic Attractor

0.001MSE

4

Jun 24, 2026

Popular datasets

Goodwin Oscillator Lotka-Volterra Duffing Oscillator Repressilator IRMA

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