Precipitation nowcasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.019CRPS
10
Jun 1, 2026
44.01HSS
9
Jun 4, 2026
0.703HSS (Threshold 20)
9
Jun 4, 2026
66.8CSI (25dBZ)
9
May 15, 2026
43.1CSI@30
9
Feb 26, 2026
22CSI-M (P1)
8
Jun 30, 2026
27.3CSI-M (P1)
8
Jun 30, 2026
0.443CSI-M (P1)
8
Jun 30, 2026
0.43CSI-M (P1)
8
Jun 30, 2026
61.9CSI (gamma >= 10)
8
May 15, 2026
0.643SSIM
8
Feb 26, 2026
46.4CSI (gamma >= 10)
7
May 15, 2026
15CSI
7
May 12, 2026
0.225CSI
7
May 12, 2026
0.018CRPS
7
Feb 26, 2026
27.9CSI
7
Feb 26, 2026
0.036CRPS
5
Jun 1, 2026
0.012MSE (px)
5
Mar 24, 2026
1.004RMSE (mm/h)
5
Mar 17, 2026
0.254CSI (M)
4
May 14, 2026
40.44CSI (12h Lead Time)
4
May 12, 2026
0.757CSI (4mm, 1h)
3
Feb 26, 2026
70.97SSIM
3
Feb 26, 2026
0.019CRPS
2
Jun 1, 2026
0.022CRPS
2
Jun 1, 2026