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ResearchFormerly WizWand

Wind Super-resolution

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

NEWA ERA5 United Kingdom domain (test)

0.437Mean Map RMSE

8

Feb 26, 2026

Norwegian Sea (7-fold CV held-out split)

2.382Per-timestamp RMSE

4

Feb 26, 2026

Southern Sweden 7-fold CV (held-out)

2.104RMSE (Per-timestamp)

4

Feb 26, 2026

Northern Sweden 7-fold CV (held-out)

2.755RMSE (Per-timestamp)

4

Feb 26, 2026

Switzerland 7-fold CV (held-out)

2.551Per-timestamp RMSE

4

Feb 26, 2026

Spain (7-fold CV held-out split)

2.22RMSE (Per-timestamp)

4

Feb 26, 2026

Italy 7-fold CV (held-out)

2.433Per-timestamp RMSE

4

Feb 26, 2026

United Kingdom 7-fold CV (held-out)

2.142RMSE (Per-timestamp)

4

Feb 26, 2026