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Rayleigh-Benard dataset and benchmarks · SOTA2 Research

Research Datasets

Rayleigh-Benard

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Forward (initial value problem)

Rayleigh-Benard (test)

0.093Relative MSE

14

Inverse (temporal conditioning)

Rayleigh-Benard (test)

0.116Relative MSE

14

Rollout Prediction

Rayleigh Benard (test)

0.05CRPS

9

Continuum Dynamics Rollout Prediction

Rayleigh-Benard

0.006VRMSE

8

Continuum dynamics forecasting

Rayleigh-Benard

0.006VRMSE (One-step)

4

Continuum Dynamics Rollout Prediction

Rayleigh-Benard T ∈ [21 : 60]

0.644VRMSE

4

Continuum dynamics simulation

rayleigh.benard full rollout

0.273Median Spatially-Averaged Temporal W1 Distance

4

Rollout simulation

Rayleigh Benard

0.068CRPS

2

Temporal interpolation

Rayleigh-Benard (test)

0.09Relative MSE

2

Popular tasks

Continuum Dynamics Rollout Prediction Rollout Prediction Inverse (temporal conditioning)Forward (initial value problem)Temporal interpolation

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