Single-variable Weather Forecasting on WeatherBench T2M
1.0458MSEWaveSFNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaveSFNetParams (M)=8.73, FLOPs (G)=4.062026.03 | 1.0458 | 0.6311 | 1.0226 | |
| WaSTParams (M)=3.90, FLOPs (G)=1.502026.03 | 1.098 | 0.6338 | 1.044 | |
| MogaNetParams (M)=12.76, FLOPs (G)=7.012026.03 | 1.152 | 0.6665 | 1.073 | |
| TAUParams (M)=12.22, FLOPs (G)=6.702026.03 | 1.162 | 0.6707 | 1.078 | |
| HorNetParams (M)=12.42, FLOPs (G)=6.852026.03 | 1.201 | 0.6906 | 1.096 | |
| SimVPParams (M)=14.67, FLOPs (G)=8.032026.03 | 1.238 | 0.7037 | 1.113 | |
| MAUParams (M)=5.46, FLOPs (G)=39.62026.03 | 1.251 | 0.7036 | 1.119 | |
| PredRNNParams (M)=23.57, FLOPs (G)=2782026.03 | 1.331 | 0.7246 | 1.154 | |
| PredRNN++Params (M)=38.40, FLOPs (G)=4132026.03 | 1.458 | 0.7676 | 1.207 | |
| ConvLSTMParams (M)=14.98, FLOPs (G)=1362026.03 | 1.521 | 0.7949 | 1.233 |