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Filtering research benchmarks · SOTA2 Research

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Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Lorenz-96 Arctangent Observation Operator

0.287RMSE

24

Jul 2, 2026

0.669RMSE

24

Jul 2, 2026

5.744Average EW2

18

Mar 24, 2026

Lorenz-96 10-dimensional

0.592RMSE

18

Mar 24, 2026

Single-scale Lorenz-96 (test)

0.163RMSE

10

Apr 10, 2026

Burgers' equation nu=0.01

0.114RMSE

10

Apr 10, 2026

Kuramoto-Sivashinsky L=32π, min(z^4, 10)

1.15RMSE

8

Jul 2, 2026

Kuramoto-Sivashinsky L=32π arctan

0.11RMSE

8

Jul 2, 2026

Kuramoto-Sivashinsky L=16π, min(z^4, 10)

0.11RMSE

8

Jul 2, 2026

Kuramoto-Sivashinsky L=16π, arctan

0.07RMSE

8

Jul 2, 2026

Canadian lynx and snowshoe hare records doubly noisy data

0.012MSE

6

Jun 15, 2026

two-factor stochastic volatility model synthetic (test)

0.612RMSE

3

Apr 10, 2026

Two-scale Lorenz model F=16

0.522RMSE

2

Apr 10, 2026

Two-scale Lorenz model F=8

0.44RMSE

2

Apr 10, 2026

Two-scale Lorenz model F=5

0.454RMSE

2

Apr 10, 2026

Popular datasets

Kuramoto-Sivashinsky Lorenz Two-scale Lorenz model Lorenz-96 Burgers' Equation

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