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Wind Speed Forecasting research benchmarks · SOTA2 Research

Wind Speed Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Netherlands wind dataset stations (test)

1.48MAE

10

Apr 14, 2026

1.51Forecast Error (6h)

5

Mar 4, 2026

1.13Error (6h)

4

Mar 4, 2026

North Atlantic 10-m Wind Speed 48h lead time

2.46RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 36h lead time

2.46RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 24h lead time

2.46RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 18h lead time

2.46RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 12h lead time

Transformer-based architecture

2.43RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 8h lead time

Transformer-based architecture

2.33RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed (4h lead time)

Transformer-based architecture

2.09RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 2h lead time

Transformer-based architecture

1.82RMSE (m/s)

3

Feb 26, 2026

North Atlantic 10-m Wind Speed 1h lead time

Transformer-based architecture

1.51RMSE (m/s)

3

Feb 26, 2026

Popular datasets

North Atlantic 10-m Wind Speed Global Basin WP Basin Netherlands wind dataset

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