Precipitation intensity nowcasting on WeatherBench 2018 1 (test)
19.33TSOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursParams(M)=1.42, MACs(G)=258.042026.03 | 19.33 | 37.56 | |
| SimVPParams(M)=14.08, MACs(G)=279.632026.03 | 17.93 | 35.47 | |
| SimVP+gSTAParams(M)=10.48, MACs(G)=220.642026.03 | 17.71 | 35.19 | |
| TAUParams(M)=10.05, MACs(G)=212.522026.03 | 17.31 | 34.95 | |
| ConvLSTMParams(M)=14.03, MACs(G)=309.162026.03 | 14.86 | 28.81 | |
| TrajGRUParams(M)=12.72, MACs(G)=480.432026.03 | 14.83 | 28.69 | |
| SCCNParams(M)=48.1, MACs(G)=1993.712026.03 | 14.82 | 29.64 | |
| PredRNNParams(M)=25.84, MACs(G)=735.762026.03 | 14.52 | 28.64 | |
| ConvGRUParams(M)=17.19, MACs(G)=403.22026.03 | 14.34 | 26.99 | |
| PFSTParams(M)=40.65, MACs(G)=315.312026.03 | 11.68 | 26.32 |