Weather forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100ACC
140
May 20, 2026
0.215MSE
48
Mar 31, 2026
-0.19CI Coverage Error
48
Feb 26, 2026
0.055RMSE
30
Feb 26, 2026
0.04rNMSE
25
Feb 26, 2026
0.23rNMSE
25
Feb 26, 2026
47.02CSI (M)
20
Feb 26, 2026
0.957FC Score
9
Jun 9, 2026
10.719MSE
9
May 12, 2026
74.9Average ACC
9
Feb 26, 2026
1.175RMSE (T2)
8
Jul 7, 2026
43z150 RMSE (m s^-2)
8
Jun 17, 2026
26z150 RMSE
8
Jun 17, 2026
3RMSE (z=150, m/s^2)
8
Jun 17, 2026
21z150 RMSE (m/s^2)
8
Jun 17, 2026
3Error Z (150hPa)
8
Jun 17, 2026
7z150 (m s-2)
8
Jun 17, 2026
15.43Z Error (m2/s2)
8
Jun 12, 2026
0.818ACC (MSL Surface)
8
May 28, 2026
0.051RMSE
8
May 19, 2026
0.098Latency (s)
8
Mar 24, 2026
19.022m Temperature
7
Jun 12, 2026
606.84Z500 RMSE
7
Apr 21, 2026
164Latency (ms)
7
Mar 24, 2026
21.482m Temperature (T2M)
6
Jun 12, 2026