Single-variable Weather Forecasting on WeatherBench UV10
1.4601MSEWaveSFNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaveSFNetParams (M)=8.73, FLOPs (G)=4.062026.03 | 1.4601 | 0.8063 | 1.2084 | |
| HorNetParams (M)=12.42, FLOPs (G)=6.852026.03 | 1.5539 | 0.8254 | 1.2466 | |
| TAUParams (M)=12.22, FLOPs (G)=6.702026.03 | 1.5925 | 0.8426 | 1.2619 | |
| MogaNetParams (M)=12.76, FLOPs (G)=7.012026.03 | 1.6072 | 0.8451 | 1.2678 | |
| PredRNN++Params (M)=38.40, FLOPs (G)=4132026.03 | 1.8727 | 0.9019 | 1.3685 | |
| PredRNNParams (M)=23.57, FLOPs (G)=2782026.03 | 1.881 | 0.9068 | 1.3715 | |
| ConvLSTMParams (M)=14.98, FLOPs (G)=1362026.03 | 1.8976 | 0.9215 | 1.3775 | |
| MAUParams (M)=5.46, FLOPs (G)=39.62026.03 | 1.9001 | 0.9194 | 1.3784 | |
| SimVPParams (M)=14.67, FLOPs (G)=8.032026.03 | 1.9993 | 0.951 | 1.414 |