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Stochastic Burgers dataset and benchmarks · SOTA2 Research

Research Datasets

Stochastic Burgers

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Stochastic PDE Simulation

Stochastic Burgers

1.24Energy Error

6

Stochastic Turbulence Modeling

Stochastic Burgers

1.24Energy Error

6

1D stochastic terminal-law estimation

Stochastic Burgers (test)

0.022Mean RMSE

6

Generative Modeling

Stochastic Burgers

0.007Time (s)

4

1D SPDE Modeling

Stochastic Burgers

0.01W2 Distance

2

Cross-covariance fidelity

Stochastic Burgers nx = 32 (test)

0.78Covariance Frobenius Relative Error

2

Popular tasks

Generative Modeling Cross-covariance fidelity 1D stochastic terminal-law estimation 1D SPDE Modeling Stochastic Turbulence Modeling

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