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ResearchFormerly WizWand

WEATHER-5K

Benchmarks

TaskDatasetSOTA resultTrendResults

Extreme weather forecasting

WEATHER-5K 2023 (test)

0Temperature 99.5th Percentile (SEDI %)

17

Spatial Out-of-Distribution Forecasting

Weather-5K Spatial OOD 120h horizon

1.263Temperature Error (TMP)

4

Spatial Out-of-Distribution Forecasting

Weather-5K Spatial OOD 72h horizon

1.167TMP Error

4

Spatial Out-of-Distribution Forecasting

Weather-5K 24h horizon (Spatial OOD)

0.921Temperature Error (TMP)

4