ERA5
Benchmarks
TaskDatasetSOTA resultTrendResults
ERA5 lite
0.68RMSE
108
ERA5
28.68Temporal Score
98
ERA5
0.368Relative MAE
34
ERA5-CH regional forecast 0.25 degree
0.855SEEPS
32
ERA5-CH regional forecast 0.25 degree
75.6SEEPS
32
ERA5-CH regional forecast 0.25 degree
0.695SEEPS
32
ERA5 1.4° grid (test)
0.055RMSE
30
ERA5 V10
0.61Latitude-weighted RMSE
28
ERA5 U10
0.61Latitude-weighted RMSE
28
ERA5 T2m
0.69Latitude-weighted RMSE
28
ERA5 T850
0.69Latitude-weighted RMSE
28
ERA5 Z500
26.9Latitude-weighted RMSE
28
ERA5
766RMSE
20
ERA5
2.43RMSE
20
ERA5
3.109RMSE (850hPa Temp)
20
ERA5
2.424RMSE
20
ERA5
644CRPS (Z500)
18
ERA5
1.798CRPS
18
ERA5
2.805CRPS
18
ERA5
2.238CRPS
18
ERA5 2020 (test)
32.27Z500
16
ERA5 2022-01-03 06 UTC snapshot v1 (test)
0.54T2M (Temp 2m)
16
ERA5 5.625° resolution
0.95RMSE
15
ERA5 5.625° resolution
0.92RMSE
15
ERA5 5.625° resolution
0.83RMSE (T850)
15