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Papers Benchmarks Datasets Tasks

MHD dataset and benchmarks · SOTA2 Research

Research Datasets

MHD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

MHD (test)

72.8Accuracy

6

Forward time-stepping

MHD 3D spatio-temporal

0.169Rel. MSE (1st step)

4

Continuum dynamics forecasting

MHD 3D

0.058VRMSE (One-step)

2

Continuum Dynamics Prediction

MHD 3D

0.058Median VRMSE

2

Continuum Dynamics Rollout Prediction

MHD 3D T ∈ [21 : 60]

1.226VRMSE

2

Continuum Dynamics Rollout Prediction

MHD 3D

0.649VRMSE

2

Continuum dynamics simulation

MHD full rollout 3D

0.394Median Spatially-Averaged Temporal W1 Distance

1

Popular tasks

Continuum Dynamics Rollout Prediction Forward time-stepping Humor Tagging Continuum dynamics simulation Continuum Dynamics Prediction

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