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ResearchFormerly WizWand

Dynamical system prediction

Benchmarks

DatasetSOTA 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