Ocean
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Synthetic Wave Reconstruction | Ocean High wave amplitude | PSNR22.22 | 7 | |
| Synthetic Wave Reconstruction | Ocean Low wave amplitude | PSNR27.69 | 7 | |
| Mixed Layer Heat Content (MLHC) Prediction | Ocean Dataset | ACC (DJF)0.9131 | 3 | |
| Vertical Shear Prediction | Ocean Dataset | ACC (DJF)0.5965 | 2 | |
| Heat Flux Entrainment Prediction | Ocean Dataset | ACC (DJF)75.32 | 2 | |
| Buoyancy Frequency Prediction | Ocean Dataset | ACC (DJF)0.8069 | 2 | |
| Mixed Layer Depth (MLD) Tendency Prediction | Ocean Dataset | ACC (DJF)83.84 | 2 |
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