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Papers Benchmarks Datasets Tasks

Ocean dataset and benchmarks · SOTA2 Research

Research Datasets

Ocean

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Synthetic Wave Reconstruction

Ocean High wave amplitude

22.22PSNR

7

Synthetic Wave Reconstruction

Ocean Low wave amplitude

27.69PSNR

7

Mixed Layer Heat Content (MLHC) Prediction

Ocean Dataset

0.913ACC (DJF)

3

Vertical Shear Prediction

Ocean Dataset

0.597ACC (DJF)

2

Heat Flux Entrainment Prediction

Ocean Dataset

75.32ACC (DJF)

2

Buoyancy Frequency Prediction

Ocean Dataset

0.807ACC (DJF)

2

Mixed Layer Depth (MLD) Tendency Prediction

Ocean Dataset

83.84ACC (DJF)

2

Popular tasks

Synthetic Wave Reconstruction Mixed Layer Heat Content (MLHC) Prediction Mixed Layer Depth (MLD) Tendency Prediction Buoyancy Frequency Prediction Heat Flux Entrainment Prediction

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