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SEVIR

Benchmarks

Task NameDataset NameSOTA ResultTrend
Precipitation ForecastingSEVIR (test)
CSI (16)77.61
34
Radar NowcastingSEVIR
SSIM75.1
31
Precipitation NowcastingSEVIR
CSI (M)33.75
20
Weather ForecastingSEVIR
CSI (M)47.02
20
Spatiotemporal PredictionSEVIR Regional
RMSE0.405
18
Precipitation NowcastingSEVIR (test)
CSI (16)60.23
13
Precipitation NowcastingSEVIR 12-step forecast
CRPS0.0182
7
Data AssimilationSEVIR
SSR1.35
6
Data AssimilationSEVIR
CRPS0.013
6
Radar InversionSEVIR
R.S1.75
5
Data AssimilationSEVIR Standard (last 10 steps)
CRPS0.016
4
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