Single-variable Weather Forecasting on WeatherBench R
3.694MAEWaST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaSTParams (M)=3.90, FLOPs (G)=1.502026.03 | 3.694 | — | 5.569 | |
| WaveSFNetParams (M)=8.73, FLOPs (G)=4.062026.03 | 3.7363 | 30.4813 | 5.521 | |
| MogaNetParams (M)=12.76, FLOPs (G)=7.012026.03 | 3.816 | 31.795 | 5.639 | |
| TAUParams (M)=12.22, FLOPs (G)=6.702026.03 | 3.818 | 31.831 | 5.642 | |
| HorNetParams (M)=12.42, FLOPs (G)=6.852026.03 | 3.826 | 32.081 | 5.664 | |
| SimVPParams (M)=14.67, FLOPs (G)=8.032026.03 | 3.994 | 34.355 | 5.861 | |
| MAUParams (M)=5.46, FLOPs (G)=39.62026.03 | 4.004 | 34.529 | 5.876 | |
| ConvLSTMParams (M)=14.98, FLOPs (G)=1362026.03 | 4.012 | 35.146 | 5.928 | |
| PredRNNParams (M)=23.57, FLOPs (G)=2782026.03 | 4.096 | 37.611 | 6.133 | |
| PredRNN++Params (M)=38.40, FLOPs (G)=4132026.03 | 4.731 | 45.993 | 6.782 |