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Gulf of Mexico dataset and benchmarks · SOTA2 Research

Research Datasets

Gulf of Mexico

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Population Dynamics Interpolation

Gulf of Mexico small vortex (Interpolation)

0.019Error (t=2)

11

Weather-aware ship routing

Gulf of Mexico annual 7 routes 12 months 2023

700Arrival Success Rate

6

Trajectory Modeling

Gulf of Mexico (train)

0.05W2

4

Trajectory Modeling

Gulf of Mexico (Holdout)

0.107W2 Error

4

Population Dynamics Forecasting

Gulf of Mexico big vortex (Forecast)

1.062Metric at t11 (vs t0)

3

Popular tasks

Trajectory Modeling Weather-aware ship routing Population Dynamics Interpolation Population Dynamics Forecasting

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