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Extreme drought detection research benchmarks · SOTA2 Research

Extreme drought detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ERA5-Land East Asia (test)

25.35F1 Score

1

Feb 26, 2026

ERA5-Land East Asia (val)

18.82F1 Score

1

Feb 26, 2026

ERA5-Land Central Asia (test)

25.01F1 Score

1

Feb 26, 2026

ERA5-Land Central Asia (val)

20.99F1 Score

1

Feb 26, 2026

ERA5-Land South America (test)

28.96F1 Score

1

Feb 26, 2026

ERA5-Land South America (val)

29.3F1 Score

1

Feb 26, 2026

ERA5-Land North America (test)

31.74F1 Score

1

Feb 26, 2026

ERA5-Land North America (val)

27.39F1 Score

1

Feb 26, 2026

ERA5-Land Africa (test)

18.53F1 Score

1

Feb 26, 2026

ERA5-Land Africa (val)

0.225F1 Score

1

Feb 26, 2026

ERA5-Land Europe (test)

21.52F1 Score

1

Feb 26, 2026

ERA5-Land Europe (val)

31.87F1 Score

1

Feb 26, 2026

CERRA Europe (test)

28.63F1 Score

1

Feb 26, 2026

CERRA Europe (val)

0.223F1 Score

1

Feb 26, 2026

Popular datasets

ERA5-Land CERRA

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