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Benchmarks
Precipitation intensity nowcasting on WeatherBench 2018 1 (test)
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19.33
TS
Ours
11.374
13.4395
15.505
17.5705
Mar 14, 2026
TS
IoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
TS
IoU
Ours
Params(M)=1.42, MACs(G...
2026.03
19.33
37.56
SimVP
Params(M)=14.08, MACs(...
2026.03
17.93
35.47
SimVP+gSTA
Params(M)=10.48, MACs(...
2026.03
17.71
35.19
TAU
Params(M)=10.05, MACs(...
2026.03
17.31
34.95
ConvLSTM
Params(M)=14.03, MACs(...
2026.03
14.86
28.81
TrajGRU
Params(M)=12.72, MACs(...
2026.03
14.83
28.69
SCCN
Params(M)=48.1, MACs(G...
2026.03
14.82
29.64
PredRNN
Params(M)=25.84, MACs(...
2026.03
14.52
28.64
ConvGRU
Params(M)=17.19, MACs(...
2026.03
14.34
26.99
PFST
Params(M)=40.65, MACs(...
2026.03
11.68
26.32
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