ERA5
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ERA5 2018
0.95RMSE (1 day)
3
ERA5 2018
1.6RMSE (1d)
3
ERA5 2018
0.84RMSE (1d)
3
ERA5 2018
81.7RMSE (1d)
3
ERA5 2019
0.95T2m Error (1d)
3
ERA5 2019
1.62Forecast Error (1 day)
3
ERA5 2019
0.86Error at 1 day lead time
3
ERA5 2019
84.1Forecast Error (1 Day)
3
ERA5 western Europe CNW (test)
0.07NLL
3
ERA5 CWN (train-Central, val-Western, test-Northern)
0.13NLL
3
ERA5 2022, 2023 (test)
2.089NR/NR Metric Value
3
ERA5
4.38Zonal Wind Speed (U) at 500hPa (UW500)
3
ERA5 (test)
0.98AUROC
3
ERA5 0.25°
0.849RMSE
3
ERA5 reanalysis 1979–2017
36.7Model Size
2
ERA5 2018 (test)
0.105PMRG
2
ERA5 181×360
75.11PSNR
2
ERA5 reanalysis 1979–2015
16Training Time (hours)
1
ERA5 reanalysis 1979–2019
11.5Model Size (Parameters)
1
ERA5 Temperature reanalysis (test)
—Primary metric
0
ERA5 Zonal and meridional winds (test)
—Primary metric
0