Single-variable Weather Forecasting on WeatherBench TCC
0.1452MAEWaST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaSTParams (M)=3.90, FLOPs (G)=1.502026.03 | 0.1452 | — | 0.215 | |
| WaveSFNetParams (M)=8.73, FLOPs (G)=4.062026.03 | 0.1459 | 0.0459 | 0.2143 | |
| TAUParams (M)=12.22, FLOPs (G)=6.702026.03 | 0.146 | 0.0472 | 0.2173 | |
| HorNetParams (M)=12.42, FLOPs (G)=6.852026.03 | 0.1475 | 0.0469 | 0.2166 | |
| MogaNetParams (M)=12.76, FLOPs (G)=7.012026.03 | 0.148 | 0.047 | 0.2168 | |
| SimVPParams (M)=14.67, FLOPs (G)=8.032026.03 | 0.1503 | 0.0477 | 0.2183 | |
| MAUParams (M)=5.46, FLOPs (G)=39.62026.03 | 0.1516 | 0.0496 | 0.2226 | |
| ConvLSTMParams (M)=14.98, FLOPs (G)=1362026.03 | 0.1542 | 0.0494 | 0.2223 | |
| PredRNN++Params (M)=38.40, FLOPs (G)=4132026.03 | 0.1544 | 0.0548 | 0.2341 | |
| PredRNNParams (M)=23.57, FLOPs (G)=2782026.03 | 0.1588 | 0.055 | 0.2346 |