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Precipitation Forecasting on USA ERA5 (test)
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47.1
POD (0.2 mm/h)
Ours
-1.156
11.372
23.9
36.428
Mar 27, 2026
POD (0.2 mm/h)
POD (2 mm/h)
POD (8 mm/h)
CSI (0.2 mm/h)
CSI (2 mm/h)
CSI (8 mm/h)
HSS (0.2 mm/h)
HSS (2 mm/h)
HSS (8 mm/h)
Updated 20d ago
Evaluation Results
Method
Method
Links
POD (0.2 mm/h)
POD (2 mm/h)
POD (8 mm/h)
CSI (0.2 mm/h)
CSI (2 mm/h)
CSI (8 mm/h)
HSS (0.2 mm/h)
HSS (2 mm/h)
HSS (8 mm/h)
Ours
lead_times_averaged=24
2026.03
47.1
35.7
5.7
26.5
15.7
4.1
0.355
0.241
0.073
EarthFarseer
lead_times_averaged=24
2026.03
36.9
4.6
0
7.3
1.7
0
0.032
0.013
0.001
SimVP
lead_times_averaged=24
2026.03
21.8
15.3
3.5
18.1
11.9
2.9
0.254
0.184
0.052
Metnet2
lead_times_averaged=24
2026.03
18.3
14.9
3.9
16.2
11.4
2.9
0.237
0.18
0.051
SimVP_HTA
lead_times_averaged=24...
2026.03
9.9
4.7
1.5
7.7
3.2
0.9
0.11
0.048
0.015
ConvGRU
lead_times_averaged=24
2026.03
0.7
0
0
0.6
0
0
-0.001
0
0
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