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Rainfall estimation research benchmarks · SOTA2 Research

Rainfall estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Gridded Rainfall Products (test)

48.9CSI

30

May 8, 2026

Denmark PWS holdout 2025

45.1CSI

8

May 8, 2026

SYNOP Stations Europe 2025

40CSI

7

May 8, 2026

Europe PWS holdout 2025

47.6CSI

7

May 8, 2026

Denmark SYNOP Stations 2025

47.2CSI

7

May 8, 2026

53.2CSI

6

May 8, 2026

55.1CSI

5

May 8, 2026

SYNOP stations research-quality

0.551CSI

5

May 8, 2026

Sydney testbed (held-out gauge locations)

0.667RMSE (mm h-1)

4

Jul 3, 2026

Gothenburg Barl site June-September 2015 (test)

0.25RMSE

2

Feb 26, 2026

Popular datasets

SYNOP stations Europe Sydney Gothenburg PWS

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