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State Reconstruction research benchmarks – Page 2 · SOTA2 Research

State Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.036MAE

6

Jun 4, 2026

Stochastic Lorenz-96 system

0.451RMSE (Y1)

3

Jun 23, 2026

Topographic model

0.11RMSE (w1)

3

Jun 23, 2026

Rabinovich 3D Out-of-Distribution

0.11RMSE

3

May 27, 2026

Rabinovich 3D (In-Distribution)

0.13RMSE

3

May 27, 2026

Lorenz-96 20D (Out-of-Distribution)

1.764RMSE

3

May 27, 2026

Lorenz-96 20D (In-Distribution)

1.33RMSE

3

May 27, 2026

Hyper5D (Out-of-Distribution)

2.219RMSE

3

May 27, 2026

Hyper5D In-Distribution

2.262RMSE

3

May 27, 2026

Rössler 3D (Out-of-Distribution)

0.153RMSE

3

May 27, 2026

Rössler 3D (In-Distribution)

0.316RMSE

3

May 27, 2026

Lorenz 3D (Out-of-Distribution)

1.155RMSE

3

May 27, 2026

Lorenz 3D (In-Distribution)

2.251RMSE

3

May 27, 2026

Page 2 of 2

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