MJO Prediction on ERA5 Jan. 1, 2021 - Dec. 31, 2021 (test)
28Skill Days (COR >= 0.50)ECMWF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ECMWFMethod category=NWP methods, Input Data (time length k)=-2025.12 | 28 | 46 | 28 | |
| DK-STNMethod category=Spatio-Temporal Neural Network Methods, Input Data (time length k)=72025.12 | 28 | 51 | 28 | |
| AR-RNNMethod category=Simple ANN Methods, Input Data (time length k)=3002025.12 | 25 | 40 | 25 | |
| STN+DKEMMethod category=Spatio-Temporal Neural Network Methods, Input Data (time length k)=72025.12 | 23 | 45 | 23 | |
| CMAMethod category=NWP methods, Input Data (time length k)=-2025.12 | 21 | 35 | 21 | |
| STN+DKPMMethod category=Spatio-Temporal Neural Network Methods, Input Data (time length k)=72025.12 | 21 | 46 | 21 | |
| ConvLSTMMethod category=Spatio-Temporal Neural Network Methods, Input Data (time length k)=72025.12 | 18 | 23 | 18 | |
| STNMethod category=Spatio-Temporal Neural Network Methods, Input Data (time length k)=72025.12 | 18 | 35 | 18 | |
| FNNMethod category=Simple ANN Methods, Input Data (time length k)=12025.12 | 17 | 20 | 17 | |
| CNN+LSTMMethod category=Spatio-Temporal Neural Network Methods, Input Data (time length k)=72025.12 | 15 | 21 | 15 |